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US20050248469A1 - System for providing traffic information - Google Patents

System for providing traffic information Download PDF

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Publication number
US20050248469A1
US20050248469A1 US11/168,046 US16804605A US2005248469A1 US 20050248469 A1 US20050248469 A1 US 20050248469A1 US 16804605 A US16804605 A US 16804605A US 2005248469 A1 US2005248469 A1 US 2005248469A1
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US
United States
Prior art keywords
traffic
user
mobile user
traffic information
display
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
US11/168,046
Inventor
Bruce DeKock
Kevin Russell
Richard Chan
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Individual
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Individual
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Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=27494856&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=US20050248469(A1) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Individual filed Critical Individual
Priority to US11/168,046 priority Critical patent/US20050248469A1/en
Publication of US20050248469A1 publication Critical patent/US20050248469A1/en
Priority to US11/891,247 priority patent/US20080045197A1/en
Priority to US11/891,073 priority patent/US20080045242A1/en
Priority to US11/891,248 priority patent/US20080010002A1/en
Priority to US12/460,531 priority patent/US20090287404A1/en
Priority to US12/813,222 priority patent/US20100253544A1/en
Priority to US12/891,605 priority patent/US20110015853A1/en
Priority to US14/614,269 priority patent/US20150149070A1/en
Abandoned legal-status Critical Current

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Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/26Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/02Detecting movement of traffic to be counted or controlled using treadles built into the road
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/042Detecting movement of traffic to be counted or controlled using inductive or magnetic detectors
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096708Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control
    • G08G1/096716Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control where the received information does not generate an automatic action on the vehicle control
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096733Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place
    • G08G1/096741Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place where the source of the transmitted information selects which information to transmit to each vehicle
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096733Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place
    • G08G1/096758Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place where no selection takes place on the transmitted or the received information
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096766Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission
    • G08G1/096775Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission where the origin of the information is a central station
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096766Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission
    • G08G1/096783Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission where the origin of the information is a roadside individual element
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/234Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs
    • H04N21/23406Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving management of server-side video buffer
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
    • H04N21/44004Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving video buffer management, e.g. video decoder buffer or video display buffer

Definitions

  • the present invention relates to a system for providing traffic information, and more particularly a system for providing traffic information to a plurality of mobile users connected to a network.
  • Commuters have a need for information relating to the congestion and traffic which they may encounter on a commute over a road, a highway, or a freeway.
  • the prior art methods of providing traffic information to commuters do not allow commuters to evaluate the extent to which there is congestion on a highway on which the commuter may wish to travel.
  • a radio station may broadcast traffic reports, such as from a helicopter that monitors traffic conditions over portions of a freeway.
  • traffic reports are usually intermittent in nature. Accordingly, to hear the report, the commuter must be listening to the radio station at the time the report is being broadcast on the radio.
  • the extent of the information provided is severely limited to broad generalizations. For example, the information provided during the broadcast may be limited to the area being currently viewed by the reporter, or the information may be based on a previous view at a prior time of another portion of the freeway.
  • Some broadcasts may include multiple observers of different portions of the freeway, yet these systems also provide incomplete information relating to overall traffic patterns.
  • the information provided is vague, subjective, and usually limited to broad generalities relating to traffic flow.
  • Another known traffic information system is provided by television broadcasts.
  • television stations may mount video cameras pointed at certain portions of a freeway, or may broadcast video images from a helicopter.
  • the television station may periodically broadcast traffic reports and include in the traffic report a view of different portions of the freeway from the video cameras.
  • this system provides little useful information to a commuter.
  • the commuter must be watching the broadcast at the time the information is being transmitted.
  • the traffic may have changed.
  • the information provided is limited to those areas where the traffic is being monitored and may consist of stale information.
  • the video image is limited to a small portion of the road, and shows traffic flowing in a single direction.
  • Yet another method to provide traffic information is to provide a website that is accessible using the Internet that contains traffic information. While these types of systems have the advantage of providing more up to date information, these systems typically provide a map for a large area. Thus, for a person commuting in a car, the system displays traffic information for many areas not of interest to the commuter. In addition, these types of systems require manipulation by the commuter to find the relevant traffic information. For example, while the map may allow the commuter to zoom in on a particular area, the user must provide inputs to the system to instruct the system to zoom in on a particular area. However, a commuter who is actively driving cannot operate a computer and drive at the same time. In addition, these systems may rely on manual entry of data received from subjective traffic reports and/or traffic sensors. Thus this method may additionally suffer from added cost due to manual labor, incorrect entry of data, and slow response to quickly changing traffic conditions.
  • Fan et al. U.S. Pat. No. 5,959,577, disclose a system for processing position and travel related information through a data processing station on a data network.
  • Fan et al. teach the use of a GPS receiver to obtain a measured position fix of a mobile unit.
  • the measured position fix is reported to the data processing station which associates the reported position with a map of the area.
  • the measured position of the mobile unit is marked and identified by a marker on the map.
  • the area map is then stored in the data processing station and made available for access by authorized monitor units or mobile units.
  • An authorized monitor unit may request a specific area map.
  • Fan et al. teach that the measured position data transmitted from the mobile units may be used to calculate the speeds at which the vehicles travel. The collective speed data from the mobile units is then available for use by the monitor units, such as those at the shipping company, to route the vehicles away from traffic congestions and diversions. In this manner, the dispatcher at the shipping company, to which Fan et al. teaches the data is available to, may use the collective speed data to decide which vehicles to contact in order to reroute them.
  • Mandhyan et al. U.S. Pat. No. 5,539,645, is related to monitoring movement of traffic along predetermined routes, where individual moving elements can move with a high degree of discretion as to speed except when congestion, accident or the like limit speeds.
  • Mandhyan et al. uses the deployment of calibrant vehicles for collecting and reporting information which describes vehicle speeds actually being experienced along the routes of interest where the data are processed statistically as a function of the time of day. The output provides baseline data against which observations at a particular time, category, weather, event, and location can be compared, to identify the existence of abnormal conditions, and to quantify the abnormality.
  • Mandhyan et al. teach the use of probe vehicles, In particular, Mandhyan et al.
  • probe vehicles may be expensive and the relevancy of the data is limited to the availability of the probe vehicles.
  • Lappenbusch et al. U.S. Pat. No. 5,982,298, disclose a traffic information system having servers that makes traffic data, images, and video clips available to a user interface on client devices.
  • Lappenbusch et al. envision that the client devices are personal or desktop computers, network computers, set-top boxes, or intelligent televisions.
  • the user interface includes a road map showing a plurality of road segments that a user can interactively select. Vehicular speed information is provided to the system from traffic sensors monitoring the traffic.
  • the user interface has a road image area that changes as the user selects different road segments to show recent images of a currently selected road segment.
  • the system taught by Lappenbusch et al. is complicated to operate and requires significant user interaction to provide relevant data, which is suitable for such “stationary” traditional computing devices.
  • Smith, Jr. et al. U.S. Pat. No. 5,774,827, disclose a system to alleviate the need for sophisticated route guidance systems, where the commuter has a positioning system as well as a map database in a car.
  • a central facility receives and stores current traffic information for preselected commuter routes from various current traffic information sources, such as local police authorities, toll-way authorities, spotters, or sensors deployed on the road ways to detect traffic flow.
  • a portable device receives a travel time only for preselected commuter routes from the central facility. In this manner, Smith, Jr. et al. teach that each user receives only the traffic information that is relevant to the user's preselected commuter routes.
  • the preselected commuter routes may be presented as a set of route segments, where each of the segments is coded to indicate commute time.
  • the user may choose an alternative route known by him that is different from any preselected commuter routes.
  • Smith, Jr. et al. further suggest that a GPS enabled portable unit for transmitting a present position of the portable device to the central facility such that the central facility uses each present position to calculate at least a portion of the current travel information.
  • the central facility can obtain up-to-the minute traffic information to be used in broadcasting future travel times to other users of preselected commuter routes.
  • Pietzsch et al. U.S. Pat. No. 5,673,039, disclose a system for dynamic monitoring of the total traffic in a stretch of road equipped with monitoring and information-provision system, as well as warnings to drivers, and hence the possibility of regulating the traffic.
  • the system does not require that the vehicles be equipped with appropriate sensors and transmitting equipment.
  • Akutsu et al. U.S. Pat. No. 5,987,374, disclose a vehicle traveling guidance system that includes data providing devices laid on a road and a vehicle.
  • the vehicle includes a data transmitter for sending a data providing device traveling data of the vehicle when the vehicle passes over the vicinity of the data providing device and a data receiver for receiving data sent from the data providing device.
  • the traveling data may include vehicle pass time or vehicle pass time and speed.
  • the data providing devices laid on the road include a receiver for receiving the traveling data from the vehicle and a transmitter for sending other passing vehicles the traveling data.
  • a control center communicating through the data providing devices laid on the road can use the received traffic data from the vehicles to predict the occurrence of traffic congestion based on the pass time and speed of a vehicle.
  • the present invention overcomes the limitations of the prior art by providing a system for providing traffic information to a plurality of users connected to a network.
  • a system comprised of a plurality of traffic monitors, each comprising at least a traffic detector and a transmitter, the traffic detector generating a signal in response to vehicular traffic and the transmitter transmitting the signal.
  • the system also includes a receiver that receives the signals from the traffic monitors.
  • a computer system is connected to the receiver and is also connected to the network. The computer system, in response to a request signal received from one of the users, transmits in response thereto information representative of the signals transmitted by the traffic monitors.
  • a system provides traffic information to a plurality of users connected to a network. Traffic is detected at each of a plurality of locations along a road and a signal is generated at each of the locations representative of the traffic at each of the locations. Each of the signals is transmitted from each of the plurality of locations to a receiver. These signals are sent from the receiver to a computer system.
  • the computer system receives a request from one of the users for traffic information. In response to the request, the computer system transmits information representative of the traffic at each of the plurality of locations to the user.
  • a system provides traffic information to a plurality of users connected to a network.
  • the system comprises a plurality of mobile user stations, each mobile user station being associated with the display, a global positioning system receiver and a communicating device to allow each of the mobile user stations to send and receive signals.
  • a computer system is interconnected with another communicating device in the network.
  • the computer system is capable of sending and receiving signals to the mobile user stations using the other communicating device in the network.
  • the computer system maintains a map database and a traffic information database.
  • the traffic information database contains information representative of traffic data at a plurality of locations. At least one of the mobile user stations provides a request to the computer system for information together with the respective geographic location of the mobile user station.
  • the computer system In response to the request, the computer system provides to the mobile user station information representative of selected portions of the map database and selected portions of the traffic information database based on the respective geographic location of the requesting mobile user station.
  • the mobile user station then displays graphically on the display information representative of selected portions of the map database and selected portions of the traffic information database.
  • the traffic information database may be derived from information obtained from stationary traffic monitors, mobile user stations, or a combination thereof.
  • the mobile user station allows traffic information to be displayed in a variety of manners.
  • the display can also show graphically the location of the car on the display. The user may select among different modes for displaying traffic information on the display.
  • the various aspects of the present invention have one or more of the following advantages.
  • the present invention allows a commuter to obtain traffic information at any time, without waiting for a report to be broadcast.
  • the present invention also allows detailed information relating to traffic conditions based on measurements of the traffic, such as the average vehicular speed or traffic density, to be supplied for a plurality of locations along a road.
  • the invention also allows the convenient display of information in a readily understood form to the user, such as a graphical display.
  • FIG. 1 shows a schematic of an exemplary embodiment of a system for providing traffic information.
  • FIG. 2 shows a front elevational view of an exemplary traffic monitor.
  • FIG. 3 shows an exemplary display for a user station.
  • FIG. 4 shows a schematic view of an exemplary embodiment of a mobile user unit of the present invention.
  • FIG. 5 is a partial electrical schematic for a traffic monitor of FIG. 2 .
  • FIG. 6 is an alternative exemplary display.
  • FIG. 7 shows a schematic view of another exemplary embodiment of a series of traffic monitors along a road.
  • FIG. 8 shows another exemplary display for a user station.
  • FIG. 9 is a flow chart for a method of processing video data to yield traffic information.
  • FIG. 10 is a flow chart for an alternative method of processing video data to yield traffic information.
  • FIG. 11 is a schematic representation of a road system having traffic sensors and vehicles at different locations along the road.
  • FIG. 12 is a combined map and traffic information database representative of the road system depicted in FIG. 11 .
  • FIG. 13 is an exemplary embodiment of a centered display.
  • FIG. 14 is an exemplary embodiment of an offset display.
  • FIG. 15 is an exemplary embodiment of a look ahead display.
  • FIG. 16 is a schematic diagram of a mobile user station having alternative mechanisms for inputting commands to the user station.
  • FIG. 1 shows a schematic diagram of the system 10 for providing traffic information to a plurality of user stations 52 connected to a network 50 .
  • a plurality of traffic monitors 20 are arranged at spaced apart locations along a road 12 .
  • the traffic monitors 20 measure traffic information by detecting the speed (velocity) or frequency of vehicles traveling along the road (freeway or highway) 12 .
  • the traffic monitors 20 may detect the speed of individual vehicles 14 traveling along the road 12 .
  • the traffic monitors 20 may measure the frequency with which the individual vehicles 14 pass specified points along the road 12 .
  • FIG. 2 shows a front elevational view of an exemplary embodiment of a traffic monitor 20 .
  • the traffic monitor 20 has a detector 22 for measuring or otherwise sensing traffic.
  • FIG. 2 shows two different embodiments 22 A and 22 B of a detector 22 .
  • the detector 22 may be any type of measuring device which is capable of measuring or otherwise sensing traffic and generating a signal representative of or capable of being used to determine the traffic conditions.
  • the detector 22 could measure the average speed of the vehicles (cars or trucks) 14 at locations along the road 12 , or it could measure the individual speed (velocities) of each vehicle 14 .
  • the detector 22 may detect vehicle frequency, that is, the frequency at which vehicles pass a certain point, or may measure traffic flow, consisting of the number of vehicles passing a certain point for a unit of time (e.g., vehicles per second).
  • the detector 22 may use any suitable technique to measure traffic conditions (data).
  • the detector 22 A could employ radio waves, light waves (optical or infrared), microwaves, sound waves, analog signals, digital signals, doppler shifts, or any other type of system to measure traffic conditions (data).
  • the detector 22 A uses a transmitted beam to measure the velocity of the vehicles 14 passing along the road 12 , such as with a commercial radar gun or speed detector commonly used by police.
  • the detector 22 A may detect when cars having magnetic tags or markers pass.
  • the detector 22 A may either detect signals reflected from the vehicle or signals transmitted by the vehicles.
  • the traffic monitor 20 is shown with an alternative embodiment 22 B consisting of one or more pressure sensitive detectors which extends across the road 12 . Preferably two spaced apart detectors are positioned at a predetermined spacing to make the velocity determination readily available.
  • the pressure sensitive detector 22 B detects when a vehicle passes over the detector 22 B. Such a pressure sensitive detector may be used alone or in combination with detector 22 A to measure the frequency or speed (velocity) of the traffic passing along the road 12 . Likewise, the detector 22 A may be used alone or in combination with the detector 22 B to measure the frequency or speed (velocity) of the traffic passing along the road 12 . Alternatively, detector 22 B could be a wire loop buried in the road to measure changing magnetic fields as vehicles pass over the loop.
  • the detector 22 may measure traffic conditions in a single lane of a freeway or road, or may measure average traffic information across several lanes.
  • the detector 22 could also be embedded in each lane of a road or freeway, such as with a pressure sensitive detector 22 B.
  • individual detectors could be embedded in a roadway which would sense signals or conditions generated by passing vehicles.
  • each vehicle could include a magnet or could include a signaling device which would be detected by the detector, which could be an electromagnetic sensor or a signal receiver.
  • the traffic monitors 20 may also include a processor and a memory for collecting, processing, and storing traffic information provided by the detector 22 .
  • the traffic monitor 20 preferably further includes a transmitter 26 for transmitting the traffic information collected by the detector 22 .
  • the transmitter 26 may be any type of device capable of transmitting or otherwise providing data in either digital or analog form, either through the air or through a conductor.
  • the transmitter could be a digital or analog cellular transmitter, a radio transmitter, a microwave transmitter, or a transmitter connected to a wire, such as a coaxial cable or a telephone line.
  • the transmitter 26 is shown as transmitting the signals through the air to a receiver 30 .
  • the transmitter 26 could transmit the data to an intermediate receiver before being transmitted to the receiver 30 .
  • traffic monitors 20 could transmit traffic information in a daisy chain manner from one end of a road 12 to the last traffic monitor 20 at the other end of the road before being transmitted to receiver 30 .
  • most traffic monitors 20 would require a receiver.
  • one or more traffic monitors 20 could transmit data to other traffic monitors 20 , which in turn transmit the data to the receiver 30 .
  • the transmitter 26 and the detectors 22 preferably transmit and sense information periodically rather than continuously.
  • the traffic information generated by the detector 22 is preferably averaged, or otherwise statistically modified, over a period of time so as to limit the amount of data that needs to be transmitted and increase its accuracy.
  • the traffic monitoring unit 20 may further include a video camera 29 .
  • the video camera 29 is also connected to the transmitter 26 , so that the transmitter 26 may transmit signals corresponding to the image sensed by the video camera 29 .
  • the traffic monitors 20 may be replaced by video cameras 29 . Multiple images may be obtained by a video camera and the speed of the vehicles 14 determined based on image analysis of multiple frames from the video camera(s).
  • One preferred type of monitor 20 utilizes signals from a digital video camera to provide the traffic information.
  • Traffic-related information may be obtained by analyzing the video sequences from the monitoring video cameras 29 .
  • the information may include how fast the traffic moves and how congested the road is.
  • the speed of the traffic may be derived by measuring the speed of vehicles in the video.
  • the degree of congestion may be estimated by counting the number of vehicles in the video. This invention provides two algorithms for estimating traffic speed and road congestion based on video input.
  • the first algorithm is based on optical flow and its flow diagram is shown in FIG. 9 .
  • the algorithm performs camera calibration based on the input video of the road and the physical measurements of certain markings on the road. Then the algorithm (1) takes a number of frames from the input video; (2) computes optical flow; (3) estimates camera motion which may be caused by wind, etc., (4) estimates independent vehicle motion after compensating the camera motion; (5) estimates traffic speed based on the averaged vehicle motion and the camera parameters obtained from the camera calibration step; estimates road congestion by counting the number of independent motion components; and (6) outputs the estimated speed and congestion results.
  • the second algorithm is based on motion blob tracking and its bock diagram is shown in FIG. 10 .
  • the algorithm performs camera calibration based on the input video of the road and the physical measurements of certain markings on the road.
  • the algorithm (1) takes a number of frames from the input video; (2) estimates camera motion; (3) detects independent motion blobs after compensating the camera motion; (4) tracks motion blobs; (5) estimates traffic speed based on the averaged blob motion and the camera parameters obtained from the camera calibration step; estimates road congestion by counting the number of independent motion blobs; and (6) outputs the estimated speed and congestion results.
  • Traffic monitor 20 further includes a power supply 24 .
  • the power supply 24 is preferably a battery, or may alternatively be a power line, such as a 12 or 120 volt power line.
  • the traffic monitor 20 is shown with an optional solar power supply 28 .
  • the power supply 24 or 28 provides the power necessary for the detectors 22 A and/or 22 B, the transmitter 26 , and any other electronics, such as a computer system and/or video camera.
  • the receiver 30 receives the signals from the traffic monitors 20 and/or video cameras 29 .
  • the receiver 30 may be any device capable of receiving information (data) such as in either an analog or a digital form.
  • the receiver 30 may be a digital or analog cellular receiver, a standard phone, a radio receiver, an antenna, or a data port capable of receiving analog or digital information, such as that transmitted pursuant to a data protocol.
  • the receiver 30 receives the information from the traffic monitors 20 and/or video cameras 29 and passes that information to a computer system 40 .
  • the computer system 40 preferably includes a processor (such as a general purpose processor, ASIC, DSP, etc.), a clock, a power supply, and a memory.
  • the computer system 40 preferably has a port 42 , or any type of interconnection, to interconnect the computer system 40 with the network 50 .
  • the computer system 40 includes information representative of the road 12 along which the traffic monitors 20 are located, such as a map database.
  • the computer system 40 receives the traffic information transmitted by the respective traffic monitors 20 .
  • the information transmitted by the traffic monitors 20 includes the location or identification of each particular traffic monitor 20 together with the data representative of the traffic data provided by the detector 22 and/or video camera 29 at each traffic monitor 20 .
  • the computer system 40 may manipulate the traffic information in some manner, as necessary, so as to provide average speeds or other statistical data. In the event of video, the computer system 40 may process the images to determine the speed of vehicles. Also, the video may be provided. Alternatively, the user stations may process the traffic information.
  • both the receiver 26 of the traffic monitors and the transmitter 30 of computer system are each capable of receiving and transmitting data. This allows for two way communication between the monitor 20 and the computer system 40 .
  • the computer system 40 could remotely operate the traffic monitor 20 to change settings, diagnose problems, and otherwise provide input to traffic monitor 20 to facilitate collection of traffic data.
  • the video camera 29 could be remotely positioned to view a traffic lane of interest.
  • Traffic information may be provided to users in any suitable manner, such as the examples that follow.
  • a user station 52 is connected to the network 50 .
  • the user station 52 includes a graphic display unit 54 (see FIG. 3 ).
  • the user station 52 may be a standard personal computer with a display monitor 54 .
  • the network 50 is preferably the Internet. However, the network 50 could also be a local area network or any other type of closed or open network, or could also be the telephone network.
  • the user station 52 sends a signal over the network 50 to the computer system 40 requesting traffic information.
  • the computer system 40 transmits traffic information representative of the traffic information collected by the various traffic monitors 20 to the requesting user station 52 .
  • the computer system 40 may transmit average speeds detected by each of the traffic monitors 20 at each of their respective locations.
  • the traffic information may be presented to the user as a web page.
  • the computer system may send traffic information corresponding to only some of the traffic monitors.
  • the user may select which portions of the road 12 are of interest, and the computer system 40 may transmit traffic information corresponding to that portion of the road 12 .
  • FIG. 3 shows an exemplary display 54 displaying the traffic information provided by the computer system 40 .
  • the computer system 40 provides data from its memory which is representative of the road 12 , such as data from a map database, which is displayed as a road 112 on the display 54 .
  • the computer system 40 also provides traffic information collected by each, or a selected set, of the respective traffic monitors 20 which is displayed in portions 114 a - 114 d and/or the traffic information derived from individual mobile user stations having a global positioning system locator as described in detail below.
  • the portions 114 a - 114 d display different colors or patterns representative of average vehicle speeds (for example, in miles per hour) along different portions of the road 112 .
  • the display may display other types of information, such as traffic flow (vehicles per second) or vehicle frequency.
  • the display 54 may include information in either graphical or text format to indicate the portion of the road displayed, such as location of milepost markers or place names 116 .
  • While the display 54 shows one format for displaying the information, other formats for presenting the information may likewise be used, as desired. It is not necessary to provide a graphical representation of the road 12 . Instead, information could be provided in a textual manner, such as, for example, mile post locations for each of the traffic monitors 20 and presenting textual traffic information for each location.
  • the system may operate as follows.
  • the traffic monitors 20 detect or otherwise sense traffic to provide traffic information.
  • the traffic monitors 20 may detect or otherwise calculate vehicle speed, average vehicle speed, traffic flow, vehicle frequency, or other data representative of the traffic.
  • the traffic monitors 20 may sample either continuously, or may sample at intervals to conserve power.
  • the transmitter 26 transmits the signals provided by the traffic monitors 20 to the receiver 30 either continuously or at intervals. Such signals may be either transmitted directly to the receiver 30 , or may be transmitted through other traffic monitors 20 .
  • the receiver 30 receives the signals received by the various traffic monitors 20 and passes these signals to the computer system 40 .
  • the computer system 40 receives the data from the traffic monitors 20 .
  • the computer system may calculate or process the traffic information for the users, as necessary. It is not necessary for the traffic monitors 20 to calculate traffic data, if desired.
  • the computer system 40 provides the traffic information over the network 50 to the user station 52 .
  • the system 10 has many advantages. It allows a user to receive contemporaneous traffic information from a plurality of locations. It allows the user to obtain immediate information rather than waiting for the broadcast of information at specified times. Further, the amount of information provided by the system is far superior to that provided by any other traffic reporting system.
  • a user can obtain immediate and contemporaneous traffic conditions, such as average vehicular speed, traffic flow, or vehicle frequency, for a plurality of locations along a road. Where traffic monitors are provided along several different roads, a commuter may then select among the various alternative routes, depending on the traffic conditions for each road.
  • the system also does not rely on the manual input of information, and thus provides information more accurately and more quickly. It also eliminates subjective descriptions of traffic information by providing measured data representative of traffic conditions.
  • the computer system 40 also receives the signals generated by the video cameras 29 at the respective traffic monitors 20 .
  • FIG. 3 shows an exemplary display 54 in which a video image 129 is provided.
  • the user may select from which traffic monitoring unit 20 the video image 129 is to be received from. For example, a user could initially select to view the image generated by the video camera at a first location, and then later view the image transmitted by another video camera 29 , preferably at another traffic monitor 20 , at a different location.
  • the system 10 preferably further includes the ability to send messages about road conditions.
  • FIG. 3 shows such an exemplary message 130 in text format.
  • the computer system 40 is capable of storing data messages and transmitting the data messages with the traffic information.
  • the data messages would indicate items of particular interest to the commuter.
  • the text message 130 could indicate that there was an accident at a particular location or milepost, that construction was occurring at another location or milepost, or that highway conditions were particularly severe and that alternative routes should be selected.
  • the system 10 could provide multiple messages through which the user could scroll so as to receive different messages in addition to the traffic information received from the various traffic monitors 20 .
  • the user station 52 includes a voice synthesizer capable of reading the messages to the user.
  • the system 10 may also provide additional graphical information relating to traffic conditions.
  • the computer system 40 could transmit the location of an accident or construction site along the road 12 .
  • the information would be displayed on display 54 as an icon or other symbol at the location indicating the presence of an accident or highway construction. Such an icon is shown at 140 in FIG. 3 .
  • the computer system could also display an icon representative of a restaurant, gas station, hospital, rest area, or roadside attraction.
  • the computer system would contain or be linked to a database containing such information.
  • the information could be displayed automatically, or in response to a request for such information from a user.
  • the computer system 40 automatically generates traffic reports to be sent to the user station 52 at predetermined times. For example, a user may indicate that it wishes to receive a traffic report every morning at 7:30 a.m.
  • the computer system 40 automatically sends to the user station 52 at the predetermined time (7:30 a.m., for example) the traffic information collected from the traffic monitoring units 20 .
  • the information could be sent to be displayed, such as in FIG. 3 , or could be sent alternatively in a text or graphical format via e-mail.
  • the traffic report may also be provided in a format specific to the user's geographic region and/or user's driving habits, such as anticipated (potential) route to be traveled.
  • the computer system 40 may also automatically send the traffic information to a display in the user's vehicle in response to some event, such as turning on the vehicle, time, key press, etc.
  • the computer system 40 allows a user to calculate the amount of time necessary to travel from one location to another location along the road 12 .
  • the user sends a request to the computer system 40 indicating the two locations along the road along which travel is desired.
  • the user may, for example, indicate on the display by highlighting the two locations on the road 112 using a computer mouse.
  • the two locations may include the user's current location, as determined by a vehicle based GPS system, so that only the destination needs to be entered.
  • the computer system 40 calculates the anticipated amount of time it will take to travel from one point to the other point based upon the traffic data collected by the various traffic monitors 20 between the two locations.
  • the system may calculate alternative routes in order to determine the fastest route in view of the traffic information.
  • the computer system 40 then sends a signal back to the user station 52 to indicate the amount of time that the travel from the first to the second location will take.
  • the route determined as the best may be overlaid on a map to assist the user in travel.
  • FIG. 7 shows a divided freeway with vehicle traffic flowing in opposite directions in each of the divided sections.
  • Each section of the freeway 12 has multiple lanes 12 A- 12 C.
  • the traffic monitors 20 measure traffic in each of the lanes 12 A- 12 C of each section 12 of the divided freeway.
  • the monitors 20 may measure traffic on only one portion of the divided freeway, or may measure traffic conditions in each of the lanes of each of the sections of the divided freeway.
  • the monitor used to measure traffic in multiple lanes may be a digital video camera.
  • FIG. 8 shows yet another embodiment of a display 54 , which displays traffic information for each individual lane of the divided freeway shown in FIG. 7 .
  • the traffic conditions in each individual lane 112 A- 112 C is displayed for the road section 112 .
  • the system has the advantage of allowing the user to anticipate particular lane problems which may occur ahead, such as a wreck 140 in lane 112 C.
  • the display 54 is capable of displaying the individual location of each individual vehicle on the road 112 .
  • FIG. 4 shows an alternative embodiment of a user station 52 .
  • User station 52 is a mobile unit in a car 60 .
  • User station 52 has transmitting and/or receiving units 64 for communicating with the network 50 .
  • Such transmitting and receiving units 64 may be any devices capable of transmitting digital or analog data, such as, for example, a digital or analog cellular phone.
  • the user station 52 may also be contained within a car 60 that further includes an associated global positioning system (GPS) receiver 62 .
  • GPS receiver 62 receives signals from GPS satellites 70 which enable the GPS receiver to determine its location.
  • the request for traffic information may include the location of the user as determined by the GPS receiver 62 .
  • the computer system 40 When the computer system 40 receives this request, it provides traffic information back to the mobile user station 52 based on the location of the car 60 as provided by the GPS receiver 62 .
  • the computer system 40 may provide traffic information to the user station 52 which in combination with the position determined by the GPS receiver 62 displays suitable data to the user on a display or audibly.
  • the user station may also be a cellular phone with an integrated or associated GPS.
  • FIG. 6 shows a representative display of the traffic information provided by the computer system 40 .
  • the information provided is essentially the same as that shown in FIG. 3 , except that the display 54 contains at 161 the position of the car 60 .
  • the mobile user station 52 provides a significant advantage in that it allows the commuter to immediately determine traffic information in the commuter's immediate vicinity based on the commuter's present location. The commuter does not have to wait for a periodic traffic report. Further, traffic conditions are provided at a plurality of locations, and the information is contemporaneous. Based on the receipt of such information, the commuter may decide to use an alternate route rather than continue on the current freeway.
  • the system provides the relevant traffic information to the commuter or user on a timely basis.
  • the display may be tailored to provide the information for the current location of the commuter, together with the upcoming traffic that lies ahead.
  • the system obtains traffic information from users that have a GPS receiver 62 .
  • the computer system 40 associates a velocity (speed) of that particular user with its current location.
  • the velocity may be determined through a variety of methods.
  • the user station 52 supplies not only its location but also its current velocity.
  • the user station 52 may obtain its current velocity in any fashion. For example, the user station 52 may track its location over time using the GPS receiver 62 , and also keep track of the time associated with each location by using an internal clock. The velocity could then be calculated by simply dividing the difference between respective locations by respective times.
  • the user station 52 may be connected to the vehicle's speedometer or odometer, and measure velocity using information provided by the vehicle 60 itself.
  • the computer system 40 itself could calculate the velocity of each user.
  • each user station 52 would provide the computer system 40 with a unique identification code together with its location.
  • the computer system 40 then associates a time using an internal clock with each location reported by each user.
  • the GPS location is sent together with the current time at the user station so that delays incurred in transmission do not change the result.
  • the velocity of each user could then be calculated by calculating the difference in location for a particular user (identified by its unique identification code) by the respective times associated with each of these locations.
  • the computer system 40 develops a database consisting of the location of a plurality of users together with the respective velocities of each of the users.
  • the computer system 40 thus has traffic information consisting at least of the velocity of the traffic for a plurality of locations corresponding to the locations for each of the reporting users. It is preferred in such a system that each user station 52 would contribute to the database, but the computer system could use data from fewer than all of the user stations 52 either requesting information or operating.
  • the system may thus use the information received from the user stations 52 either to calibrate the traffic information provided by monitors 20 , or to supplement the traffic information provided by the traffic monitors 20 .
  • the traffic monitors 20 may no longer be necessary, because the users themselves through mobile user stations 52 and GPS receivers 62 provide enough traffic information to generate useful displays of traffic information.
  • the system may provide traffic information without the use of monitors 20 at all, relying solely on information derived from the mobile user stations 52 .
  • the computer system 40 With a large number of users at a plurality of different locations, the computer system 40 would develop a database having a large number of velocities associated with a large number of geographic locations. Ideally, if every commuter on a road had a user station 52 with a GPS receiver 62 , the computer system 40 would provide not only velocity data but also traffic density or traffic frequency data. Even without every vehicle having a user station 52 providing data to the computer system 40 , traffic density or traffic frequency could be calculated using statistical techniques that correlate the reporting user stations 52 with known traffic patterns.
  • the combination of the mobile user station 52 , GPS receiver and transmitting and receiving units 64 provides an especially advantageous method for collecting traffic information.
  • this system is capable of providing traffic information that is superior to that collected by stationary sensors. This is because traffic information may be potentially collected at more locations based on the number of mobile user stations 52 , and because individual vehicle speed can be monitored rather than average vehicle speed.
  • the system has a significant cost advantage in that it is not necessary to install traffic monitors 20 , or at least the number of traffic monitors 20 that are necessary can be substantially reduced.
  • the system also provides automatic traffic reporting, and thus does not rely on the manual input of data. Furthermore, the system is low maintenance, since there are no traffic monitors 20 to maintain.
  • the system is also particularly robust, in that if a particular mobile user station 52 malfunctions, traffic information can still be collected for all locations based on data reported by other mobile users. In contrast, if a stationary sensor 20 fails, no data can be collected from that location.
  • the collection of traffic data from a plurality of mobile user stations 52 to create a traffic information database provides surprising advantages and a superior system for providing traffic information.
  • the user station may initiate contact with the computer system 40 by initiating a telephone call to the computer system 40 .
  • the computer system 40 could initiate a call to the user station 52 , such as over the Internet using a web browser.
  • the user station 52 would respond with an appropriate signal if information was requested.
  • the user station 52 could also, even if no information was desired, provide its current location (preferably with current time), and optionally its velocity as well, to allow the computer system 40 to gather additional traffic information. This would be useful in the case of vehicle based Internet browsing for other purposes so that the traffic information would be updated for that user and others.
  • the user station 52 would initiate the request to the computer system 40 , indicating that traffic information was desired.
  • the computer system 40 would then respond at a series of timed intervals for a set length of time, for example, providing updates every two minutes for thirty minutes.
  • the mobile user station 52 is a cellular telephone.
  • the computer system 40 includes a voice synthesizer.
  • a user may telephone the computer system 40 over a cellular telephone network.
  • the computer system 40 In response to a request for highway conditions, the computer system 40 generates a traffic report and transmits the information using the voice synthesizer so that the traffic information may be heard and understood over the commuter's cellular telephone.
  • the location of the user may be determined by an associated GPS receiver, or alternatively by triangulating the location of the user by measuring the distance between the user and several different transmission receiving towers in different cells.
  • the computer system 40 or user station 52 may calculate the best route, such as the fastest, between a starting point and a destination based on the current traffic conditions.
  • This functionality may further be provided in the mobile user station 52 in the car 60 so that the driver may calculate the best route to accommodate for changing traffic conditions. This also assists the driver in unfamiliar cities where he may be unfamiliar with anticipated traffic patterns.
  • the functionality of providing current traffic conditions and/or best route calculations may be overlaid on maps available for GPS systems, household computers, and mobile user stations.
  • an early warning system may be incorporated into the computer system, user station, or mobile user station to provide warning of impending traffic jams, such as the result of a traffic accident. For example, if the average vehicle speed on a portion of a road ahead of a driver is less than a preselected velocity, such as 25 mph, the computer system 40 may send a warning signal to the mobile user station 52 . Alternatively, a velocity less than a preselected percentage or other measure of the anticipated velocity for the particular road may be used as the warning basis. It is also envisioned within the scope of the invention that data communications may be accomplished using radio broadcasts, preferably encoded in some manner.
  • the computer system 40 and/or the mobile user station 52 in a vehicle 60 has stored in its associated memory a map database representative of the road or highway network that contains longitude and latitude information associated with various geographic locations on the map.
  • a map database representative of the road or highway network that contains longitude and latitude information associated with various geographic locations on the map.
  • This allows easy integration of traffic data that has associated longitude and latitude information.
  • the map database contains the latitude and longitude of selected locations of the highway.
  • the latitude and longitude of the various traffic sensors 20 may be predetermined.
  • the computer system 40 can easily display the traffic information for that particular location on the map by associating the geographic location of the sensor 20 with the longitude and latitude information contained in the map database.
  • the computer system 40 can easily associate the traffic information received from the mobile user station 52 with the map database based on the user's reported latitude and longitude.
  • the system can easily overlay traffic information on top of the displayed map data by associating the geographic data (latitude and longitude) corresponding to the traffic information with the geographic data corresponding to the map.
  • FIGS. 11 to 12 illustrate such a system.
  • FIG. 11 shows schematically a section of a road having various locations 201 - 218 .
  • various sensors 20 a - 20 d whose geographic locations have been determined. Traveling along the road are a variety of users 401 - 404 having respective user stations and GPS receivers.
  • FIG. 12 illustrates one embodiment of a map and traffic information database that may be developed to provide traffic information over the network to individual users.
  • Each of the various locations (or road segments) 201 - 218 has an associated longitude and latitude.
  • the database may optionally contain the associated road, as well as optionally the direction that traffic moves at that location (for example, using a 360 degree compass, 0 degrees would represent straight north while 90 degrees would represent straight east).
  • the database also includes traffic information, such as the average vehicle velocity calculated for that location.
  • the traffic monitor 20 a may be used to provide the vehicle velocity for location 202 .
  • User 401 may be used to provide the vehicle velocity at location 210 .
  • map database combines both map and traffic information
  • the system could use two or more databases containing portions of the information, such as a separate map database and a separate traffic information database.
  • An example of a map database useful with such a system is Etak Map® from SONY®.
  • the map database could reside on either or both the computer system 40 or the mobile user station 52 .
  • the computer system 40 When a user requests traffic information from the computer system 40 , the computer system 40 transmits the requested data based on either the geographic location of the user, or for the geographic location requested by the user.
  • the computer system 40 either sends the raw traffic data requested by the user, or sends a signal representative of the map and/or traffic database which may be used by the user station 52 to represent the map and traffic information on the display 54 .
  • the advantage of using a map database that contains longitude and latitude information associated with various locations on a map is that the system allows easy and automatic integration of traffic information, either to a database or for display.
  • traffic information may be collected from an individual user who provides the longitude and latitude for that user based on information derived from the user's GPS receiver 62 .
  • the computer system matches the location of the user to the map database based on the received longitude and latitude information.
  • the computer system 40 can then overlay the traffic information data received from the user onto the map database based upon the provided longitude and latitude information.
  • the system allows traffic information to be updated for a map database, even though the routes of the individual users are not predetermined. In other words, it is not necessary to know the particular route of an individual user in order to collect useful traffic information and to update a traffic information database.
  • the traffic information database may be configured to provide traffic information to optimize the analysis of traffic information both by location and time.
  • the spacing of the locations for which traffic information is associated may be either every half-mile, mile, etc. The spacing depends on the locations of ground based traffic monitors and the number of cars traveling through a particular spacing. If, for example, there are traffic monitors spaced every half-mile, then the traffic information database may report traffic information for each of those locations. However, for a section of road that does not have traffic monitors, the spacing of the locations associating traffic information depends on the frequency of vehicles passing along the highway and which are reporting traffic conditions. For example, where the traffic density is high, there will be a large number of vehicles from which to gather data, and accordingly the spacing between locations may be small, such as 1 ⁇ 4 mile.
  • the traffic information database may be configured so that the spacing is optimized based on the ability to collect data for different areas.
  • the spacing of locations for traffic information may be short, such as 1 ⁇ 4 mile, while in outlying areas the spacing may be large, such as every three miles.
  • the amount of time over which data is collected and averaged may be varied.
  • the traffic information presented represents traffic conditions at that moment in time. However, it may be necessary to collect data for a length of time in order to gather enough data to either report any traffic information at all, or to insure that the traffic information is truly representative of conditions at that location. Where traffic density is high, the length of time over which data is collected and used to determine traffic conditions may be short, for example three minutes. In contrast, where traffic levels are light, data may be collected for a long period of time, such as fifteen minutes. When used to determine traffic information, the data may be averaged over the period for which data has been collected. Alternatively, the traffic information could be weighted, so that older traffic information, though used, is given less weight when determining traffic information for a particular location.
  • the database may be configured to optimize the collection and presentation of traffic information. For areas with high traffic density, the data may be gathered over a short period of time, and the spacing between locations may be small. For areas with low traffic density, the data may be gathered over long periods of time and the spacing may be large.
  • the database may be configured as traffic conditions change, so that during periods of congestion the information is gathered only over a short time for a particular area, while during periods of freely flowing traffic, the information is gathered over a longer time for the same area.
  • the present invention provides several alternative methods for displaying traffic information to a commuter using a mobile user station 52 . These various alternatives allow the user to customize the display 54 to provide the desired information, and to minimize the amount of operation needed while driving.
  • the display 54 centers the location of the user on the displayed map, and is referred to herein as the “Centered Display.”
  • the mobile user station 52 determines the longitude and latitude of the commuter based on information obtained from the GPS receiver 62 .
  • the mobile user station 52 displays the position of the commuter at the center of the display 54 as shown in FIG. 13 .
  • the traffic information and roadway data is then displayed around the commuter by comparing the longitude and latitude of the user with the longitude and latitude associated with the various map locations contained in the map database.
  • the individual user may preselect the scale of the map which will be displayed based on the user's preference. For example, the user may wish to show an area of one mile radius centered around the user, or two mile radius, or so forth.
  • the user station 52 and/or computer system 40 adjusts the display 54 to reposition the map and traffic information on the display 54 .
  • the map and traffic information scroll along the display 54 as the user moves along a road.
  • the display 54 shows map and traffic information at a scale of one inch per mile and the direction north is shown at the top of the display, the map and traffic information would scroll down one inch as the user drives one mile north.
  • the display 54 would continuously show the location of the user at the center of the display 54 even though the geographic location of the user changes.
  • a particular advantage of the Centered Display as discussed above is that the location of the user can immediately be ascertained from a quick glance at the display 54 , because the location of the user is always at the center of the display 54 .
  • the user is not required to adjust the display 54 by inputting information to the user station 52 in order to constantly view the surrounding traffic information, even as the location of the user changes.
  • a commuter by selecting the Centered Display, may view constantly updated traffic information for his location without requiring any input from the commuter.
  • the display may be preselected to show the location of the user at a different location on the display 54 , but that continues to show the geographic location of the user at a single location on the display 54 , even as the geographic location of the user changes.
  • This is referred to as an “Offset Display.”
  • This is a variation of the “Centered Display,” but allows the user to adjust the display 54 to show more information of interest to the user. For example, if the user is traveling north, and north is shown at the top of the display 54 , the user may choose to display his location near the bottom of the display (offset from the center) so as to display a greater amount of traffic information in the northern direction. Such a display is shown in FIG. 14 .
  • the map and traffic information is automatically scrolled to show the surrounding road and traffic, while maintaining the location of the user on the display 54 .
  • the “Offset Display” is particularly suited for driving along a relatively straight road, so that the user has relatively more upcoming traffic information displayed.
  • Yet another alternative display allows the user to display upcoming traffic information for the road on which the user is traveling, referred to herein as the “Look Ahead Display.”
  • the display 54 displays the location of the user near an edge of the display 54 so as to maximize the amount of upcoming road and traffic information which is displayed.
  • the computer system 40 and/or the user station 52 determines the direction of the user based on data received from the GPS receiver 62 and compares that direction to the road the user is traveling on. The map and traffic information is then selected so as to maximize the amount of road shown ahead of the driver.
  • the user may select to either display the map and traffic information so that the cardinal ordinates North, South, East and West remain fixed (for example North is always at the top of the display) or the road is generally centered (for example vertically on the display) without regard to the cardinal ordinates.
  • the display 54 would display the location of the user near the top of the display 54 , so as to increase the amount of the road ahead of the user that is displayed. If the road then curved, so that the user was heading in an easterly direction, the display 54 would show the location of the user near the left hand side of the screen so as to display the road ahead to the east (east appearing on the right hand side of the screen).
  • the system maximizes the amount of map and traffic information displayed based on the location and direction of travel of the user.
  • the underlying map data remains “motionless” while the displayed location of the user changes according to the movement of the user. For example, initially, the user's geographic location on the map may be shown at the center of the screen. As the user moves along a road, the user's location would change on the display 54 , while the position of the road relative to the screen would remain constant. (An example of such a display is shown in FIG. 6 ). If the user moved to a location not displayed, a new map would be displayed, showing the location of the user on the new map screen.
  • the Stationary Display is useful where the map database is divided into discrete units that roughly correspond to “pages.”
  • the Stationary Display can show the map data corresponding to a particular page on the display 54 . New pages can be shown as the user's location changes.
  • the Stationary Display may be preferred where the user is familiar with the surrounding area.
  • the Stationary Display may also be less disconcerting to the user, because only a small portion of the screen is changing (the displayed location of the user) as the user's geographic location changes.
  • the Stationary Display may also achieve some efficiencies for the system, because the computer system 40 would only be required to send enough data to fill display 54 to show the map for the area surrounding the location of the user and then update as necessary for new traffic information.
  • the map database could be divided into discrete portions, each portion containing enough information to fill a display.
  • the computer system 40 identifies the corresponding portion of the map database to the user station 52 .
  • the user station 52 may manage the task of integrating the map database with the user's location to display the geographic position of the user. New map data would only be sent if the user's geographic location changed enough so that a different portion of the map database corresponds to the new location.
  • the Area Display displays a particular geographic area of interest to the commuter.
  • the location of the commuter may or may not be displayed, depending on whether the commuter is located within the area.
  • the mobile user station 52 transmits the location of the area of interest, and in response, the computer system 40 provides pertinent map and/or traffic information.
  • the Area Display may be especially advantageous where the commuter wishes to view a particular area of interest that may be some distance away from the commuter.
  • the maps may be displayed with different amounts of detail, freeways, highways, parks, arterials, side streets, etc., which may be selected by the user.
  • the amount of road detail provided for a particular region may be associated with the map provided and the technique of presentation to provide additional ease of use.
  • the system may provide a settings preference web page to the user to allow the user to select the user's individual display settings.
  • the user may select the scale of the display (i.e. one inch of display equals one geographic mile); the size of the display (to accommodate different screen sizes); the frequency at which the map and traffic information is updated; the particular default display type (such as the “Centered Display,” “Look Ahead Display,” “Stationary Display,” “Area Display,” or other type); and whether information banners are to be displayed.
  • the ability to choose the frequency with which traffic information may be updated may be useful to allow the user to control the cost of providing the information to the user. For example, where the cost of being connected to the network is high, the user may wish to receive only short periodic updates (such as an update every five minutes) to reduce the expense of receiving data.
  • the user may also set the time duration for which the traffic information is displayed to the user.
  • the user may choose, for example, to alternate between the traffic information web site, and another web site.
  • the computer system 40 may transmit traffic information for 30 seconds, and then may transmit information such as stock quotes from another web site for 30 seconds.
  • the user station 52 may be capable of receiving input from the user to actively change how information is displayed in response to user commands.
  • the user station 52 includes a microphone 53 and voice recognition software to allow the user station 52 to respond to the voice commands of the user. (See FIG. 16 ).
  • the user may by using verbal commands select a particular mode of display, request an update of the traffic information, or change the scale of the map.
  • the user station 52 may have a keyboard to accept input commands via the keyboard.
  • the user station may have only a control panel 55 having several key pads 57 which correspond to particular types of preset commands. For example, one key pad may allow a user to request traffic information.
  • Another key pad may allow a user to zoom in on the map (i.e. change scale to show more detail), while another key pad would cause the display to zoom out (i.e. change scale to show more area).
  • Another key pad may select for the Stationary Display, while yet another may select for the Look Ahead Display.
  • the user station 52 may allow the user to preset the key pads 57 , such as via a web page preferences page, so that the key pads correspond to the user's particular preferences.
  • the use of key pads to select the mode in which information is displayed has several advantages. The key pads eliminate fumbling by the commuter, and thus are safer to use than a keyboard. They keypads also allow the user to quickly move between different types of modes of presentation, so that the commuter may maximize the amount of information received.
  • the computer system 40 may be programmed so that data received from users at stop signs will not be added to the traffic database. Accordingly, when the user reports its geographic location, the computer system 40 compares the geographic location of the user with the map database. When the computer system 40 determines that the user is located at a stop sign (or other location, as desired), the data is rejected. Thus, the vehicle speed data transmitted by the user is screened based on the particular location of the user.
  • the computer system 40 may maintain a limited traffic information database that only stores traffic information for selected major roads.
  • the traffic information database may contain data for fewer roads than contained in the map database. If a user is traveling along a side street which is not included in the traffic information database, the data received from the user is rejected or otherwise not used.
  • the computer system 40 compares the geographic location of the user with the geographic locations of the roads maintained in the traffic information database. If the user reports a location that is not on a road for which traffic information is maintained in the traffic information database, the user's particular traffic information is rejected.
  • Another type of screening that may be desired is to compare the direction of travel of each user with the direction of travel on various roads before adding the user's vehicle speed to the traffic information database. This may be particularly important where the resolution of the GPS receiver 62 is such that the location of the user may be confused with one or more roads. For example, a user may be traveling along a divided road with lanes of traffic traveling in opposite directions, but the resolution of the GPS receiver 62 does not allow the computer system 40 to determine with confidence in which lane the user's vehicle is traveling.
  • the computer system 40 and/or user station 52 creates a directional vector associated with the user which represents the user's direction of travel. The directional vector is determined based on the movement over time by the user.
  • the directional vector may be represented by a number ranging from 0-359; with 0° representing travel straight north, 90° straight east, etc.
  • the computer system 40 compares the directions of travel of the various roads near the geographic location of the user with the user's directional vector. For example, the geographic information reported by the GPS receiver 62 indicates that the user is located near a particular road that has north/south lanes with traffic traveling in each direction. The user's directional vector indicates that the user is traveling south.
  • the computer system 40 therefore updates the traffic information database to add the data received from the user to the traffic information database for the lanes of traffic moving in the user's direction of travel.
  • the directional vector would be useful would be where a user is crossing a particular road, such as when traveling along an overpass or an underpass, and the resolution of the GPS receiver is such that the computer system 40 is unable to determine with confidence on which road the user is traveling.
  • the use of the directional vector thus prevents the computer system 40 from incorrectly updating the traffic information database.
  • the altitude component of the GPS data may be used to discriminate between users on overpasses or roads that are vertically offset from one another.
  • the computer system 40 when it receives data from a user indicating that the user has not moved since the last time the user reported data, may cross check the data through a variety of algorithms. For example, the computer system 40 may compare the data reported by the user with the traffic information for that portion of the road determined from data taken from sensors and/or other mobile users. If the traffic information derived from other sources indicates that traffic is moving along the road, the no movement data received from the particular user would be rejected.
  • the computer system 40 may be associated with a system that allows a user to request assistance in the event of a breakdown. The computer system 40 could check to see whether the user has reported a breakdown, and if so, reject the traffic data.
  • Yet another method for filtering data is to screen data received from particular users and/or classes of devices which are capable of functioning as user stations. For example, it may be desirable to exclude traffic data received from buses, because buses do not provide representative velocity data due to frequent stops. Thus all data from buses could be excluded. Alternatively, data from particular types of user stations could be excluded. For example, the computer system 40 could maintain a database of the particular types of devices used by different users. Because data from hand held devices may not correspond to a vehicle moving along a road, the computer system 40 may reject data from the class of hand held computing devices. Thus the system could distinguish between different classes of users and/or user stations 52 to determine whether to accept traffic data from that user station.
  • the present inventors came to the realization that merely encoding the image with a representation of the traffic flow relative to a single fixed value is not optimal.
  • An example of such coding would be red is 0-30 mph, yellow is 30-40 mph, and green is 40+ mph.
  • This coding is adequate for freeways but when roads are encoded that have lower speed limits, the encoding should be relative to what the speed limit is so that the user knows the relative speed of traffic on the road.
  • coding may correspond to relative speed rather than absolute speed.
  • a freeway with speed limit 55 mph would be coded 0-30 mph red, 30-40 mph yellow and 40+ mph green, while a side road with a 35 mph speed limit would be coded 0-20 mph red, 20-25 mph yellow and 25+ mph green.
  • encoding may be based on other relative measures, such as for example, anticipated traffic flow for that particular road, section of road, time of day, and statistical history measure of traffic in the past. When multiple freeways in the area are all busy, such as Seattle, coding for absolute values may show everything as red.
  • the traffic flow may be relative to other roads so that the encoding dynamically adjusts to encode one road relative to one or more other roads.
  • the “fast” road may be green and the “slow” road may be red.
  • an information database may be created for weather reports, in which various weather reports are associated with respective geographic locations.
  • a user in a vehicle 60 may request a weather report from the mobile user station 52 .
  • the request would include the user's geographic location as determined by the GPS receiver 62 .
  • the computer system would access the weather database and select the weather report associated with that geographic location.
  • the location specific weather report would then be transmitted to the mobile user station 52 .
  • the weather report would then be displayed or otherwise communicated to the user through speakers.
  • Other similar information databases could likewise be prepared to associate particular information with geographic locations.
  • a user at a mobile user station 52 may easily obtain highly relevant information that is specific to the location of the user.
  • the user may receive both traffic information and other location specific information at the same time, in sequence, or as requested by the user.
  • the user may preselect the information to be retrieved and the sequence of display or communication.

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Abstract

A system for providing traffic information to a plurality of mobile users connected to a network. The system comprises a plurality of traffic monitors, each comprising at least a traffic detector and a transmitter, the traffic detector generating a signal in response to vehicular traffic and the transmitter transmitting the signal. A receiver receives the signals from the traffic monitors. A computer system is connected to the receiver and is further connected to the network. The computer system in response to a request signal received from one of the users transmits in response thereto information representative of the signals transmitted by the traffic monitoring units. Alternative systems for gathering traffic information are disclosed.

Description

  • This application is a Continuation of U.S. application Ser. No. 10/367,162, filed Feb. 13, 2003; which additionally is a Continuation of U.S. Pat. No. 6,574,548, which issued Jun. 3, 2003 (filed Aug. 14, 2002, under Ser. No. 10/218,850); which additionally is a Continuation of U.S. Pat. No. 6,466,862 which issued Oct. 15, 2002 (filed Apr. 14, 2000, under Ser. No. 09/550,476); which additionally is a Continuation of U.S. application Ser. No. 09/352,156, filed Jul. 12, 1999; which claims the benefit of U.S. Provisional Application No. 60/130,399 filed Apr. 19, 1999; U.S. Provisional Application No. 60/166,868 filed Nov. 22, 1999; and U.S. Provisional Application No. 60/189,913 filed Mar. 16, 2000.
  • BACKGROUND OF THE INVENTION
  • The present invention relates to a system for providing traffic information, and more particularly a system for providing traffic information to a plurality of mobile users connected to a network.
  • Commuters have a need for information relating to the congestion and traffic which they may encounter on a commute over a road, a highway, or a freeway. Unfortunately, the prior art methods of providing traffic information to commuters do not allow commuters to evaluate the extent to which there is congestion on a highway on which the commuter may wish to travel.
  • One known method of providing traffic information consists of radio reports. A radio station may broadcast traffic reports, such as from a helicopter that monitors traffic conditions over portions of a freeway. Unfortunately, these reports are usually intermittent in nature. Accordingly, to hear the report, the commuter must be listening to the radio station at the time the report is being broadcast on the radio. Further, the extent of the information provided is severely limited to broad generalizations. For example, the information provided during the broadcast may be limited to the area being currently viewed by the reporter, or the information may be based on a previous view at a prior time of another portion of the freeway. Some broadcasts may include multiple observers of different portions of the freeway, yet these systems also provide incomplete information relating to overall traffic patterns. In addition, the information provided is vague, subjective, and usually limited to broad generalities relating to traffic flow.
  • Another known traffic information system is provided by television broadcasts. In these systems, television stations may mount video cameras pointed at certain portions of a freeway, or may broadcast video images from a helicopter. The television station may periodically broadcast traffic reports and include in the traffic report a view of different portions of the freeway from the video cameras. Again, this system provides little useful information to a commuter. The commuter must be watching the broadcast at the time the information is being transmitted. However, by the time the commuter actually gets into his vehicle and enters a potentially congested area, the traffic may have changed. Further, the information provided is limited to those areas where the traffic is being monitored and may consist of stale information. Often the video image is limited to a small portion of the road, and shows traffic flowing in a single direction.
  • Yet another method to provide traffic information is to provide a website that is accessible using the Internet that contains traffic information. While these types of systems have the advantage of providing more up to date information, these systems typically provide a map for a large area. Thus, for a person commuting in a car, the system displays traffic information for many areas not of interest to the commuter. In addition, these types of systems require manipulation by the commuter to find the relevant traffic information. For example, while the map may allow the commuter to zoom in on a particular area, the user must provide inputs to the system to instruct the system to zoom in on a particular area. However, a commuter who is actively driving cannot operate a computer and drive at the same time. In addition, these systems may rely on manual entry of data received from subjective traffic reports and/or traffic sensors. Thus this method may additionally suffer from added cost due to manual labor, incorrect entry of data, and slow response to quickly changing traffic conditions.
  • Fan et al., U.S. Pat. No. 5,959,577, disclose a system for processing position and travel related information through a data processing station on a data network. In particular, Fan et al. teach the use of a GPS receiver to obtain a measured position fix of a mobile unit. The measured position fix is reported to the data processing station which associates the reported position with a map of the area. Typically, the measured position of the mobile unit is marked and identified by a marker on the map. The area map is then stored in the data processing station and made available for access by authorized monitor units or mobile units. An authorized monitor unit may request a specific area map. This permits shipping companies to monitor the location of their fleet and permits the mobile units to identify their current location in relation to a map, which is particularly suited for the application of navigation to a particular destination. In addition, Fan et al. teach that the measured position data transmitted from the mobile units may be used to calculate the speeds at which the vehicles travel. The collective speed data from the mobile units is then available for use by the monitor units, such as those at the shipping company, to route the vehicles away from traffic congestions and diversions. In this manner, the dispatcher at the shipping company, to which Fan et al. teaches the data is available to, may use the collective speed data to decide which vehicles to contact in order to reroute them.
  • Westerlage et al., U.S. Pat. Nos. 5,097,377 and 5,987,377, disclose a system for determining an expected time of arrival of a vehicle equipped with a mobile unit.
  • Zijderhand, U.S. Pat. No. 5,402,117, discloses a method of collecting traffic information to determine an origin-destination matrice without infringing upon the privacy of the users.
  • Mandhyan et al., U.S. Pat. No. 5,539,645, is related to monitoring movement of traffic along predetermined routes, where individual moving elements can move with a high degree of discretion as to speed except when congestion, accident or the like limit speeds. Mandhyan et al. uses the deployment of calibrant vehicles for collecting and reporting information which describes vehicle speeds actually being experienced along the routes of interest where the data are processed statistically as a function of the time of day. The output provides baseline data against which observations at a particular time, category, weather, event, and location can be compared, to identify the existence of abnormal conditions, and to quantify the abnormality. To determine abnormal conditions, Mandhyan et al. teach the use of probe vehicles, In particular, Mandhyan et al. is applicable to monitoring the flow of motor vehicles along roads which are subject to delays of sufficient frequency and severity that correction action or dissemination of information announcing a delay are economically desirable. Unfortunately, the use of probe vehicles may be expensive and the relevancy of the data is limited to the availability of the probe vehicles.
  • Lappenbusch et al., U.S. Pat. No. 5,982,298, disclose a traffic information system having servers that makes traffic data, images, and video clips available to a user interface on client devices. Lappenbusch et al. envision that the client devices are personal or desktop computers, network computers, set-top boxes, or intelligent televisions. The user interface includes a road map showing a plurality of road segments that a user can interactively select. Vehicular speed information is provided to the system from traffic sensors monitoring the traffic. In addition, the user interface has a road image area that changes as the user selects different road segments to show recent images of a currently selected road segment. Unfortunately, the system taught by Lappenbusch et al. is complicated to operate and requires significant user interaction to provide relevant data, which is suitable for such “stationary” traditional computing devices.
  • Smith, Jr. et al., U.S. Pat. No. 5,774,827, disclose a system to alleviate the need for sophisticated route guidance systems, where the commuter has a positioning system as well as a map database in a car. A central facility receives and stores current traffic information for preselected commuter routes from various current traffic information sources, such as local police authorities, toll-way authorities, spotters, or sensors deployed on the road ways to detect traffic flow. To achieve the elimination of sophisticated route guidance systems a portable device receives a travel time only for preselected commuter routes from the central facility. In this manner, Smith, Jr. et al. teach that each user receives only the traffic information that is relevant to the user's preselected commuter routes. If desired, the preselected commuter routes may be presented as a set of route segments, where each of the segments is coded to indicate commute time. In response, the user may choose an alternative route known by him that is different from any preselected commuter routes. Smith, Jr. et al. further suggest that a GPS enabled portable unit for transmitting a present position of the portable device to the central facility such that the central facility uses each present position to calculate at least a portion of the current travel information. By matching multiple positions of the portable device with known positions on the preselected route and measuring the time between two consecutive matched positions the central facility can obtain up-to-the minute traffic information to be used in broadcasting future travel times to other users of preselected commuter routes. Unfortunately, the system taught by Smith, Jr. et al. requires the user to define a set of preselected commuter routes for each route to be traveled, which may be difficult if the user is unfamiliar with the area. In addition, Smith, Jr. et al. teach that the user should select alternative routes that are known to the user, presumably if the commute time of the preselected commuter routes are too long, which is difficult if the user is not already familiar with the area.
  • Pietzsch et al., U.S. Pat. No. 5,673,039, disclose a system for dynamic monitoring of the total traffic in a stretch of road equipped with monitoring and information-provision system, as well as warnings to drivers, and hence the possibility of regulating the traffic. The system does not require that the vehicles be equipped with appropriate sensors and transmitting equipment.
  • Akutsu et al., U.S. Pat. No. 5,987,374, disclose a vehicle traveling guidance system that includes data providing devices laid on a road and a vehicle. The vehicle includes a data transmitter for sending a data providing device traveling data of the vehicle when the vehicle passes over the vicinity of the data providing device and a data receiver for receiving data sent from the data providing device. The traveling data may include vehicle pass time or vehicle pass time and speed. The data providing devices laid on the road include a receiver for receiving the traveling data from the vehicle and a transmitter for sending other passing vehicles the traveling data. A control center communicating through the data providing devices laid on the road can use the received traffic data from the vehicles to predict the occurrence of traffic congestion based on the pass time and speed of a vehicle. It is assumed that at a certain point, vehicles were traveling smoothly at a certain time and the speed of each vehicle has decreased drastically at the next time. In this case it is expected that traffic congestion will occur in the vicinity of that point. Therefore, smooth travel can be achieved by, for example, communicating to each vehicle data etc. indicating bypasses in order not to worsen traffic congestion. Therefore, a vehicle operator can gain knowledge of the traveling state of a vehicle which has already passed over that point and adjust travel considering traffic flow.
  • While all of the above systems provide some degree of traffic information for a commuter, nevertheless the above systems do not provide an efficient method of collecting and presenting objective traffic information to a commuter. What is desired, therefore, is a system for providing traffic information which allows a commuter to obtain information at any time desired by the commuter, that provides information relating to a plurality of points along a road, that provides information relating to different traffic levels, that provides information that is particularly relevant to the commuter, and that provides the information in an easily understood format that may be easily utilized by a commuter while driving.
  • BRIEF SUMMARY OF THE INVENTION
  • The present invention overcomes the limitations of the prior art by providing a system for providing traffic information to a plurality of users connected to a network. In a first aspect the present invention provides a system comprised of a plurality of traffic monitors, each comprising at least a traffic detector and a transmitter, the traffic detector generating a signal in response to vehicular traffic and the transmitter transmitting the signal. The system also includes a receiver that receives the signals from the traffic monitors. A computer system is connected to the receiver and is also connected to the network. The computer system, in response to a request signal received from one of the users, transmits in response thereto information representative of the signals transmitted by the traffic monitors.
  • In a second separate aspect of the invention, a system provides traffic information to a plurality of users connected to a network. Traffic is detected at each of a plurality of locations along a road and a signal is generated at each of the locations representative of the traffic at each of the locations. Each of the signals is transmitted from each of the plurality of locations to a receiver. These signals are sent from the receiver to a computer system. The computer system receives a request from one of the users for traffic information. In response to the request, the computer system transmits information representative of the traffic at each of the plurality of locations to the user.
  • In a third separate aspect of the invention, a system provides traffic information to a plurality of users connected to a network. The system comprises a plurality of mobile user stations, each mobile user station being associated with the display, a global positioning system receiver and a communicating device to allow each of the mobile user stations to send and receive signals. A computer system is interconnected with another communicating device in the network. The computer system is capable of sending and receiving signals to the mobile user stations using the other communicating device in the network. The computer system maintains a map database and a traffic information database. The traffic information database contains information representative of traffic data at a plurality of locations. At least one of the mobile user stations provides a request to the computer system for information together with the respective geographic location of the mobile user station. In response to the request, the computer system provides to the mobile user station information representative of selected portions of the map database and selected portions of the traffic information database based on the respective geographic location of the requesting mobile user station. The mobile user station then displays graphically on the display information representative of selected portions of the map database and selected portions of the traffic information database.
  • The traffic information database may be derived from information obtained from stationary traffic monitors, mobile user stations, or a combination thereof. The mobile user station allows traffic information to be displayed in a variety of manners. The display can also show graphically the location of the car on the display. The user may select among different modes for displaying traffic information on the display.
  • The various aspects of the present invention have one or more of the following advantages. The present invention allows a commuter to obtain traffic information at any time, without waiting for a report to be broadcast. The present invention also allows detailed information relating to traffic conditions based on measurements of the traffic, such as the average vehicular speed or traffic density, to be supplied for a plurality of locations along a road. The invention also allows the convenient display of information in a readily understood form to the user, such as a graphical display. The foregoing and other features and advantages of the invention will be more readily understood upon consideration of the following detailed description of the invention, taken in conjunction with the accompanying drawings.
  • BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWINGS
  • FIG. 1 shows a schematic of an exemplary embodiment of a system for providing traffic information.
  • FIG. 2 shows a front elevational view of an exemplary traffic monitor.
  • FIG. 3 shows an exemplary display for a user station.
  • FIG. 4 shows a schematic view of an exemplary embodiment of a mobile user unit of the present invention.
  • FIG. 5 is a partial electrical schematic for a traffic monitor of FIG. 2.
  • FIG. 6 is an alternative exemplary display.
  • FIG. 7 shows a schematic view of another exemplary embodiment of a series of traffic monitors along a road.
  • FIG. 8 shows another exemplary display for a user station.
  • FIG. 9 is a flow chart for a method of processing video data to yield traffic information.
  • FIG. 10 is a flow chart for an alternative method of processing video data to yield traffic information.
  • FIG. 11 is a schematic representation of a road system having traffic sensors and vehicles at different locations along the road.
  • FIG. 12 is a combined map and traffic information database representative of the road system depicted in FIG. 11.
  • FIG. 13 is an exemplary embodiment of a centered display.
  • FIG. 14 is an exemplary embodiment of an offset display.
  • FIG. 15 is an exemplary embodiment of a look ahead display.
  • FIG. 16 is a schematic diagram of a mobile user station having alternative mechanisms for inputting commands to the user station.
  • DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
  • Referring now to the figures, wherein like numerals refer to like elements, FIG. 1 shows a schematic diagram of the system 10 for providing traffic information to a plurality of user stations 52 connected to a network 50. A plurality of traffic monitors 20 are arranged at spaced apart locations along a road 12. The traffic monitors 20 measure traffic information by detecting the speed (velocity) or frequency of vehicles traveling along the road (freeway or highway) 12. For example, in one embodiment, the traffic monitors 20 may detect the speed of individual vehicles 14 traveling along the road 12. Alternatively, the traffic monitors 20 may measure the frequency with which the individual vehicles 14 pass specified points along the road 12.
  • FIG. 2 shows a front elevational view of an exemplary embodiment of a traffic monitor 20. The traffic monitor 20 has a detector 22 for measuring or otherwise sensing traffic. FIG. 2 shows two different embodiments 22A and 22B of a detector 22. The detector 22 may be any type of measuring device which is capable of measuring or otherwise sensing traffic and generating a signal representative of or capable of being used to determine the traffic conditions. For example, the detector 22 could measure the average speed of the vehicles (cars or trucks) 14 at locations along the road 12, or it could measure the individual speed (velocities) of each vehicle 14. The detector 22 may detect vehicle frequency, that is, the frequency at which vehicles pass a certain point, or may measure traffic flow, consisting of the number of vehicles passing a certain point for a unit of time (e.g., vehicles per second). The detector 22 may use any suitable technique to measure traffic conditions (data). For example, in one embodiment, the detector 22A could employ radio waves, light waves (optical or infrared), microwaves, sound waves, analog signals, digital signals, doppler shifts, or any other type of system to measure traffic conditions (data). In one embodiment, the detector 22A uses a transmitted beam to measure the velocity of the vehicles 14 passing along the road 12, such as with a commercial radar gun or speed detector commonly used by police. Alternatively, the detector 22A may detect when cars having magnetic tags or markers pass. The detector 22A may either detect signals reflected from the vehicle or signals transmitted by the vehicles.
  • The traffic monitor 20 is shown with an alternative embodiment 22B consisting of one or more pressure sensitive detectors which extends across the road 12. Preferably two spaced apart detectors are positioned at a predetermined spacing to make the velocity determination readily available. The pressure sensitive detector 22B detects when a vehicle passes over the detector 22B. Such a pressure sensitive detector may be used alone or in combination with detector 22A to measure the frequency or speed (velocity) of the traffic passing along the road 12. Likewise, the detector 22A may be used alone or in combination with the detector 22B to measure the frequency or speed (velocity) of the traffic passing along the road 12. Alternatively, detector 22B could be a wire loop buried in the road to measure changing magnetic fields as vehicles pass over the loop.
  • The detector 22 may measure traffic conditions in a single lane of a freeway or road, or may measure average traffic information across several lanes. The detector 22 could also be embedded in each lane of a road or freeway, such as with a pressure sensitive detector 22B. Alternatively, individual detectors could be embedded in a roadway which would sense signals or conditions generated by passing vehicles. For example, each vehicle could include a magnet or could include a signaling device which would be detected by the detector, which could be an electromagnetic sensor or a signal receiver.
  • Referring to FIG. 5, the traffic monitors 20 may also include a processor and a memory for collecting, processing, and storing traffic information provided by the detector 22.
  • The traffic monitor 20 preferably further includes a transmitter 26 for transmitting the traffic information collected by the detector 22. The transmitter 26 may be any type of device capable of transmitting or otherwise providing data in either digital or analog form, either through the air or through a conductor. For example, the transmitter could be a digital or analog cellular transmitter, a radio transmitter, a microwave transmitter, or a transmitter connected to a wire, such as a coaxial cable or a telephone line. The transmitter 26 is shown as transmitting the signals through the air to a receiver 30. Alternatively, the transmitter 26 could transmit the data to an intermediate receiver before being transmitted to the receiver 30. For example, several traffic monitors 20 could transmit traffic information in a daisy chain manner from one end of a road 12 to the last traffic monitor 20 at the other end of the road before being transmitted to receiver 30. To facilitate this type of transmission most traffic monitors 20 would require a receiver. Alternatively, one or more traffic monitors 20 could transmit data to other traffic monitors 20, which in turn transmit the data to the receiver 30. In order to conserve power, the transmitter 26 and the detectors 22 preferably transmit and sense information periodically rather than continuously. Further, the traffic information generated by the detector 22 is preferably averaged, or otherwise statistically modified, over a period of time so as to limit the amount of data that needs to be transmitted and increase its accuracy.
  • In one embodiment, the traffic monitoring unit 20 may further include a video camera 29. The video camera 29 is also connected to the transmitter 26, so that the transmitter 26 may transmit signals corresponding to the image sensed by the video camera 29. Alternatively, the traffic monitors 20 may be replaced by video cameras 29. Multiple images may be obtained by a video camera and the speed of the vehicles 14 determined based on image analysis of multiple frames from the video camera(s).
  • One preferred type of monitor 20 utilizes signals from a digital video camera to provide the traffic information. Traffic-related information may be obtained by analyzing the video sequences from the monitoring video cameras 29. The information may include how fast the traffic moves and how congested the road is. The speed of the traffic may be derived by measuring the speed of vehicles in the video. The degree of congestion may be estimated by counting the number of vehicles in the video. This invention provides two algorithms for estimating traffic speed and road congestion based on video input.
  • The first algorithm is based on optical flow and its flow diagram is shown in FIG. 9. First, the algorithm performs camera calibration based on the input video of the road and the physical measurements of certain markings on the road. Then the algorithm (1) takes a number of frames from the input video; (2) computes optical flow; (3) estimates camera motion which may be caused by wind, etc., (4) estimates independent vehicle motion after compensating the camera motion; (5) estimates traffic speed based on the averaged vehicle motion and the camera parameters obtained from the camera calibration step; estimates road congestion by counting the number of independent motion components; and (6) outputs the estimated speed and congestion results.
  • The second algorithm is based on motion blob tracking and its bock diagram is shown in FIG. 10. First, the algorithm performs camera calibration based on the input video of the road and the physical measurements of certain markings on the road. The algorithm (1) takes a number of frames from the input video; (2) estimates camera motion; (3) detects independent motion blobs after compensating the camera motion; (4) tracks motion blobs; (5) estimates traffic speed based on the averaged blob motion and the camera parameters obtained from the camera calibration step; estimates road congestion by counting the number of independent motion blobs; and (6) outputs the estimated speed and congestion results.
  • Traffic monitor 20 further includes a power supply 24. The power supply 24 is preferably a battery, or may alternatively be a power line, such as a 12 or 120 volt power line. The traffic monitor 20 is shown with an optional solar power supply 28. The power supply 24 or 28 provides the power necessary for the detectors 22A and/or 22B, the transmitter 26, and any other electronics, such as a computer system and/or video camera.
  • The receiver 30 receives the signals from the traffic monitors 20 and/or video cameras 29. The receiver 30 may be any device capable of receiving information (data) such as in either an analog or a digital form. For example, the receiver 30 may be a digital or analog cellular receiver, a standard phone, a radio receiver, an antenna, or a data port capable of receiving analog or digital information, such as that transmitted pursuant to a data protocol.
  • The receiver 30 receives the information from the traffic monitors 20 and/or video cameras 29 and passes that information to a computer system 40. The computer system 40 preferably includes a processor (such as a general purpose processor, ASIC, DSP, etc.), a clock, a power supply, and a memory. The computer system 40 preferably has a port 42, or any type of interconnection, to interconnect the computer system 40 with the network 50. Preferably, the computer system 40 includes information representative of the road 12 along which the traffic monitors 20 are located, such as a map database. The computer system 40 receives the traffic information transmitted by the respective traffic monitors 20. The information transmitted by the traffic monitors 20 includes the location or identification of each particular traffic monitor 20 together with the data representative of the traffic data provided by the detector 22 and/or video camera 29 at each traffic monitor 20. The computer system 40 may manipulate the traffic information in some manner, as necessary, so as to provide average speeds or other statistical data. In the event of video, the computer system 40 may process the images to determine the speed of vehicles. Also, the video may be provided. Alternatively, the user stations may process the traffic information.
  • In one embodiment, both the receiver 26 of the traffic monitors and the transmitter 30 of computer system are each capable of receiving and transmitting data. This allows for two way communication between the monitor 20 and the computer system 40. Thus, the computer system 40 could remotely operate the traffic monitor 20 to change settings, diagnose problems, and otherwise provide input to traffic monitor 20 to facilitate collection of traffic data. For example, the video camera 29 could be remotely positioned to view a traffic lane of interest.
  • Traffic information may be provided to users in any suitable manner, such as the examples that follow. A user station 52 is connected to the network 50. Preferably, the user station 52 includes a graphic display unit 54 (see FIG. 3). For example, the user station 52 may be a standard personal computer with a display monitor 54. The network 50 is preferably the Internet. However, the network 50 could also be a local area network or any other type of closed or open network, or could also be the telephone network. The user station 52 sends a signal over the network 50 to the computer system 40 requesting traffic information. In response to receiving a request from the user station 52, the computer system 40 transmits traffic information representative of the traffic information collected by the various traffic monitors 20 to the requesting user station 52. The computer system 40 may transmit average speeds detected by each of the traffic monitors 20 at each of their respective locations. The traffic information may be presented to the user as a web page. The computer system may send traffic information corresponding to only some of the traffic monitors. The user may select which portions of the road 12 are of interest, and the computer system 40 may transmit traffic information corresponding to that portion of the road 12.
  • FIG. 3 shows an exemplary display 54 displaying the traffic information provided by the computer system 40. The computer system 40 provides data from its memory which is representative of the road 12, such as data from a map database, which is displayed as a road 112 on the display 54. The computer system 40 also provides traffic information collected by each, or a selected set, of the respective traffic monitors 20 which is displayed in portions 114 a-114 d and/or the traffic information derived from individual mobile user stations having a global positioning system locator as described in detail below. In the exemplary display shown in FIG. 3, the portions 114 a-114 d display different colors or patterns representative of average vehicle speeds (for example, in miles per hour) along different portions of the road 112. Of course, the display may display other types of information, such as traffic flow (vehicles per second) or vehicle frequency. The display 54 may include information in either graphical or text format to indicate the portion of the road displayed, such as location of milepost markers or place names 116.
  • While the display 54 shows one format for displaying the information, other formats for presenting the information may likewise be used, as desired. It is not necessary to provide a graphical representation of the road 12. Instead, information could be provided in a textual manner, such as, for example, mile post locations for each of the traffic monitors 20 and presenting textual traffic information for each location.
  • Thus, the system may operate as follows. The traffic monitors 20 detect or otherwise sense traffic to provide traffic information. The traffic monitors 20 may detect or otherwise calculate vehicle speed, average vehicle speed, traffic flow, vehicle frequency, or other data representative of the traffic. The traffic monitors 20 may sample either continuously, or may sample at intervals to conserve power. The transmitter 26 transmits the signals provided by the traffic monitors 20 to the receiver 30 either continuously or at intervals. Such signals may be either transmitted directly to the receiver 30, or may be transmitted through other traffic monitors 20. The receiver 30 receives the signals received by the various traffic monitors 20 and passes these signals to the computer system 40. The computer system 40 receives the data from the traffic monitors 20. The computer system may calculate or process the traffic information for the users, as necessary. It is not necessary for the traffic monitors 20 to calculate traffic data, if desired. In response to a request from a user station 52, the computer system 40 provides the traffic information over the network 50 to the user station 52.
  • The system 10 has many advantages. It allows a user to receive contemporaneous traffic information from a plurality of locations. It allows the user to obtain immediate information rather than waiting for the broadcast of information at specified times. Further, the amount of information provided by the system is far superior to that provided by any other traffic reporting system. A user can obtain immediate and contemporaneous traffic conditions, such as average vehicular speed, traffic flow, or vehicle frequency, for a plurality of locations along a road. Where traffic monitors are provided along several different roads, a commuter may then select among the various alternative routes, depending on the traffic conditions for each road. The system also does not rely on the manual input of information, and thus provides information more accurately and more quickly. It also eliminates subjective descriptions of traffic information by providing measured data representative of traffic conditions.
  • In one embodiment, the computer system 40 also receives the signals generated by the video cameras 29 at the respective traffic monitors 20. FIG. 3 shows an exemplary display 54 in which a video image 129 is provided. In this embodiment, the user may select from which traffic monitoring unit 20 the video image 129 is to be received from. For example, a user could initially select to view the image generated by the video camera at a first location, and then later view the image transmitted by another video camera 29, preferably at another traffic monitor 20, at a different location.
  • The system 10 preferably further includes the ability to send messages about road conditions. FIG. 3 shows such an exemplary message 130 in text format. The computer system 40 is capable of storing data messages and transmitting the data messages with the traffic information. The data messages would indicate items of particular interest to the commuter. For example, the text message 130 could indicate that there was an accident at a particular location or milepost, that construction was occurring at another location or milepost, or that highway conditions were particularly severe and that alternative routes should be selected. The system 10 could provide multiple messages through which the user could scroll so as to receive different messages in addition to the traffic information received from the various traffic monitors 20. In another embodiment, the user station 52 includes a voice synthesizer capable of reading the messages to the user.
  • In yet another embodiment, the system 10 may also provide additional graphical information relating to traffic conditions. For example, the computer system 40 could transmit the location of an accident or construction site along the road 12. The information would be displayed on display 54 as an icon or other symbol at the location indicating the presence of an accident or highway construction. Such an icon is shown at 140 in FIG. 3. Alternatively, the computer system could also display an icon representative of a restaurant, gas station, hospital, rest area, or roadside attraction. In such a system, the computer system would contain or be linked to a database containing such information. The information could be displayed automatically, or in response to a request for such information from a user.
  • In another exemplary embodiment, the computer system 40 automatically generates traffic reports to be sent to the user station 52 at predetermined times. For example, a user may indicate that it wishes to receive a traffic report every morning at 7:30 a.m. The computer system 40 automatically sends to the user station 52 at the predetermined time (7:30 a.m., for example) the traffic information collected from the traffic monitoring units 20. The information could be sent to be displayed, such as in FIG. 3, or could be sent alternatively in a text or graphical format via e-mail. The traffic report may also be provided in a format specific to the user's geographic region and/or user's driving habits, such as anticipated (potential) route to be traveled. The computer system 40 may also automatically send the traffic information to a display in the user's vehicle in response to some event, such as turning on the vehicle, time, key press, etc.
  • In another embodiment, the computer system 40 allows a user to calculate the amount of time necessary to travel from one location to another location along the road 12. The user sends a request to the computer system 40 indicating the two locations along the road along which travel is desired. The user may, for example, indicate on the display by highlighting the two locations on the road 112 using a computer mouse. Alternatively, the two locations may include the user's current location, as determined by a vehicle based GPS system, so that only the destination needs to be entered. The computer system 40 then calculates the anticipated amount of time it will take to travel from one point to the other point based upon the traffic data collected by the various traffic monitors 20 between the two locations. In addition, the system may calculate alternative routes in order to determine the fastest route in view of the traffic information. The computer system 40 then sends a signal back to the user station 52 to indicate the amount of time that the travel from the first to the second location will take. The route determined as the best may be overlaid on a map to assist the user in travel.
  • In yet another embodiment of the invention, FIG. 7 shows a divided freeway with vehicle traffic flowing in opposite directions in each of the divided sections. Each section of the freeway 12 has multiple lanes 12A-12C. The traffic monitors 20 measure traffic in each of the lanes 12A-12C of each section 12 of the divided freeway. The monitors 20 may measure traffic on only one portion of the divided freeway, or may measure traffic conditions in each of the lanes of each of the sections of the divided freeway. The monitor used to measure traffic in multiple lanes may be a digital video camera.
  • FIG. 8 shows yet another embodiment of a display 54, which displays traffic information for each individual lane of the divided freeway shown in FIG. 7. For example, in display 54, the traffic conditions in each individual lane 112A-112C is displayed for the road section 112. By displaying conditions for each particular lane, the system has the advantage of allowing the user to anticipate particular lane problems which may occur ahead, such as a wreck 140 in lane 112C. In addition, in an alternative embodiment, the display 54 is capable of displaying the individual location of each individual vehicle on the road 112.
  • FIG. 4 shows an alternative embodiment of a user station 52. User station 52 is a mobile unit in a car 60. User station 52 has transmitting and/or receiving units 64 for communicating with the network 50. Such transmitting and receiving units 64 may be any devices capable of transmitting digital or analog data, such as, for example, a digital or analog cellular phone. The user station 52 may also be contained within a car 60 that further includes an associated global positioning system (GPS) receiver 62. The GPS receiver 62 receives signals from GPS satellites 70 which enable the GPS receiver to determine its location. When a commuter requests traffic information using the mobile user station 52, the request for traffic information may include the location of the user as determined by the GPS receiver 62. When the computer system 40 receives this request, it provides traffic information back to the mobile user station 52 based on the location of the car 60 as provided by the GPS receiver 62. Alternatively, the computer system 40 may provide traffic information to the user station 52 which in combination with the position determined by the GPS receiver 62 displays suitable data to the user on a display or audibly. The user station may also be a cellular phone with an integrated or associated GPS.
  • FIG. 6 shows a representative display of the traffic information provided by the computer system 40. The information provided is essentially the same as that shown in FIG. 3, except that the display 54 contains at 161 the position of the car 60. The mobile user station 52 provides a significant advantage in that it allows the commuter to immediately determine traffic information in the commuter's immediate vicinity based on the commuter's present location. The commuter does not have to wait for a periodic traffic report. Further, traffic conditions are provided at a plurality of locations, and the information is contemporaneous. Based on the receipt of such information, the commuter may decide to use an alternate route rather than continue on the current freeway.
  • Thus, in the embodiment shown in FIG. 4, the system provides the relevant traffic information to the commuter or user on a timely basis. The display may be tailored to provide the information for the current location of the commuter, together with the upcoming traffic that lies ahead.
  • In a preferred embodiment, the system obtains traffic information from users that have a GPS receiver 62. In this system, whenever a user station 52 requests traffic information from the computer system 40, the computer system 40 associates a velocity (speed) of that particular user with its current location. The velocity may be determined through a variety of methods. In one system, when the user requests traffic information, the user station 52 supplies not only its location but also its current velocity. The user station 52 may obtain its current velocity in any fashion. For example, the user station 52 may track its location over time using the GPS receiver 62, and also keep track of the time associated with each location by using an internal clock. The velocity could then be calculated by simply dividing the difference between respective locations by respective times. Alternatively, the user station 52 may be connected to the vehicle's speedometer or odometer, and measure velocity using information provided by the vehicle 60 itself. Alternatively, the computer system 40 itself could calculate the velocity of each user. In such a system, each user station 52 would provide the computer system 40 with a unique identification code together with its location. The computer system 40 then associates a time using an internal clock with each location reported by each user. Preferably, the GPS location is sent together with the current time at the user station so that delays incurred in transmission do not change the result. The velocity of each user could then be calculated by calculating the difference in location for a particular user (identified by its unique identification code) by the respective times associated with each of these locations.
  • Thus, the computer system 40 develops a database consisting of the location of a plurality of users together with the respective velocities of each of the users. The computer system 40 thus has traffic information consisting at least of the velocity of the traffic for a plurality of locations corresponding to the locations for each of the reporting users. It is preferred in such a system that each user station 52 would contribute to the database, but the computer system could use data from fewer than all of the user stations 52 either requesting information or operating. The system may thus use the information received from the user stations 52 either to calibrate the traffic information provided by monitors 20, or to supplement the traffic information provided by the traffic monitors 20. Alternatively, where the number of users is sufficiently large, the traffic monitors 20 may no longer be necessary, because the users themselves through mobile user stations 52 and GPS receivers 62 provide enough traffic information to generate useful displays of traffic information. Thus, the system may provide traffic information without the use of monitors 20 at all, relying solely on information derived from the mobile user stations 52. With a large number of users at a plurality of different locations, the computer system 40 would develop a database having a large number of velocities associated with a large number of geographic locations. Ideally, if every commuter on a road had a user station 52 with a GPS receiver 62, the computer system 40 would provide not only velocity data but also traffic density or traffic frequency data. Even without every vehicle having a user station 52 providing data to the computer system 40, traffic density or traffic frequency could be calculated using statistical techniques that correlate the reporting user stations 52 with known traffic patterns.
  • Thus, the combination of the mobile user station 52, GPS receiver and transmitting and receiving units 64 provides an especially advantageous method for collecting traffic information. Surprisingly, this system is capable of providing traffic information that is superior to that collected by stationary sensors. This is because traffic information may be potentially collected at more locations based on the number of mobile user stations 52, and because individual vehicle speed can be monitored rather than average vehicle speed. In addition, the system has a significant cost advantage in that it is not necessary to install traffic monitors 20, or at least the number of traffic monitors 20 that are necessary can be substantially reduced. The system also provides automatic traffic reporting, and thus does not rely on the manual input of data. Furthermore, the system is low maintenance, since there are no traffic monitors 20 to maintain. The system is also particularly robust, in that if a particular mobile user station 52 malfunctions, traffic information can still be collected for all locations based on data reported by other mobile users. In contrast, if a stationary sensor 20 fails, no data can be collected from that location. Thus, the collection of traffic data from a plurality of mobile user stations 52 to create a traffic information database provides surprising advantages and a superior system for providing traffic information.
  • In the system described above using mobile user stations 52 in vehicles, the user station may initiate contact with the computer system 40 by initiating a telephone call to the computer system 40. Alternatively, the computer system 40 could initiate a call to the user station 52, such as over the Internet using a web browser. The user station 52 would respond with an appropriate signal if information was requested. The user station 52 could also, even if no information was desired, provide its current location (preferably with current time), and optionally its velocity as well, to allow the computer system 40 to gather additional traffic information. This would be useful in the case of vehicle based Internet browsing for other purposes so that the traffic information would be updated for that user and others. In yet another alternative, the user station 52 would initiate the request to the computer system 40, indicating that traffic information was desired. The computer system 40 would then respond at a series of timed intervals for a set length of time, for example, providing updates every two minutes for thirty minutes.
  • In yet another alternative embodiment of the system 10, the mobile user station 52 is a cellular telephone. The computer system 40 includes a voice synthesizer. A user may telephone the computer system 40 over a cellular telephone network. In response to a request for highway conditions, the computer system 40 generates a traffic report and transmits the information using the voice synthesizer so that the traffic information may be heard and understood over the commuter's cellular telephone. The location of the user may be determined by an associated GPS receiver, or alternatively by triangulating the location of the user by measuring the distance between the user and several different transmission receiving towers in different cells.
  • In yet another embodiment of the present invention the computer system 40 or user station 52 may calculate the best route, such as the fastest, between a starting point and a destination based on the current traffic conditions. This functionality may further be provided in the mobile user station 52 in the car 60 so that the driver may calculate the best route to accommodate for changing traffic conditions. This also assists the driver in unfamiliar cities where he may be unfamiliar with anticipated traffic patterns. The functionality of providing current traffic conditions and/or best route calculations may be overlaid on maps available for GPS systems, household computers, and mobile user stations.
  • In addition, an early warning system may be incorporated into the computer system, user station, or mobile user station to provide warning of impending traffic jams, such as the result of a traffic accident. For example, if the average vehicle speed on a portion of a road ahead of a driver is less than a preselected velocity, such as 25 mph, the computer system 40 may send a warning signal to the mobile user station 52. Alternatively, a velocity less than a preselected percentage or other measure of the anticipated velocity for the particular road may be used as the warning basis. It is also envisioned within the scope of the invention that data communications may be accomplished using radio broadcasts, preferably encoded in some manner.
  • Preferably, the computer system 40 and/or the mobile user station 52 in a vehicle 60 has stored in its associated memory a map database representative of the road or highway network that contains longitude and latitude information associated with various geographic locations on the map. This allows easy integration of traffic data that has associated longitude and latitude information. For example, along a particular section of a highway, the map database contains the latitude and longitude of selected locations of the highway. The latitude and longitude of the various traffic sensors 20 may be predetermined. When data representative of the traffic at a particular sensor 20 is received, the computer system 40 can easily display the traffic information for that particular location on the map by associating the geographic location of the sensor 20 with the longitude and latitude information contained in the map database. Similarly, where traffic information is derived from individual mobile user stations 52 in vehicles 60 which report latitude and longitude derived from the mobile GPS receivers 62, the computer system 40 can easily associate the traffic information received from the mobile user station 52 with the map database based on the user's reported latitude and longitude. Thus, by utilizing a map database that contains latitude and longitude information for various locations, the system can easily overlay traffic information on top of the displayed map data by associating the geographic data (latitude and longitude) corresponding to the traffic information with the geographic data corresponding to the map.
  • FIGS. 11 to 12 illustrate such a system. FIG. 11 shows schematically a section of a road having various locations 201-218. Along the road are positioned various sensors 20 a-20 d whose geographic locations have been determined. Traveling along the road are a variety of users 401-404 having respective user stations and GPS receivers. FIG. 12 illustrates one embodiment of a map and traffic information database that may be developed to provide traffic information over the network to individual users. Each of the various locations (or road segments) 201-218 has an associated longitude and latitude. In addition, the database may optionally contain the associated road, as well as optionally the direction that traffic moves at that location (for example, using a 360 degree compass, 0 degrees would represent straight north while 90 degrees would represent straight east). The database also includes traffic information, such as the average vehicle velocity calculated for that location. Thus, for example, referring to FIG. 11, the traffic monitor 20 a may be used to provide the vehicle velocity for location 202. User 401 may be used to provide the vehicle velocity at location 210.
  • Of course, while a database has been illustrated that combines both map and traffic information, the system could use two or more databases containing portions of the information, such as a separate map database and a separate traffic information database. An example of a map database useful with such a system is Etak Map® from SONY®. The map database could reside on either or both the computer system 40 or the mobile user station 52.
  • When a user requests traffic information from the computer system 40, the computer system 40 transmits the requested data based on either the geographic location of the user, or for the geographic location requested by the user. The computer system 40 either sends the raw traffic data requested by the user, or sends a signal representative of the map and/or traffic database which may be used by the user station 52 to represent the map and traffic information on the display 54.
  • The advantage of using a map database that contains longitude and latitude information associated with various locations on a map is that the system allows easy and automatic integration of traffic information, either to a database or for display. Thus, traffic information may be collected from an individual user who provides the longitude and latitude for that user based on information derived from the user's GPS receiver 62. The computer system then matches the location of the user to the map database based on the received longitude and latitude information. The computer system 40 can then overlay the traffic information data received from the user onto the map database based upon the provided longitude and latitude information. Thus, the system allows traffic information to be updated for a map database, even though the routes of the individual users are not predetermined. In other words, it is not necessary to know the particular route of an individual user in order to collect useful traffic information and to update a traffic information database.
  • The traffic information database may be configured to provide traffic information to optimize the analysis of traffic information both by location and time. The spacing of the locations for which traffic information is associated may be either every half-mile, mile, etc. The spacing depends on the locations of ground based traffic monitors and the number of cars traveling through a particular spacing. If, for example, there are traffic monitors spaced every half-mile, then the traffic information database may report traffic information for each of those locations. However, for a section of road that does not have traffic monitors, the spacing of the locations associating traffic information depends on the frequency of vehicles passing along the highway and which are reporting traffic conditions. For example, where the traffic density is high, there will be a large number of vehicles from which to gather data, and accordingly the spacing between locations may be small, such as ¼ mile. However, where the traffic density is low, there may be few vehicles from which to gather data, and thus the spacing may be large, such as 3 miles. The traffic information database may be configured so that the spacing is optimized based on the ability to collect data for different areas. Thus, for a section of freeway in a congested area, the spacing of locations for traffic information may be short, such as ¼ mile, while in outlying areas the spacing may be large, such as every three miles.
  • Similarly, the amount of time over which data is collected and averaged may be varied. Ideally, the traffic information presented represents traffic conditions at that moment in time. However, it may be necessary to collect data for a length of time in order to gather enough data to either report any traffic information at all, or to insure that the traffic information is truly representative of conditions at that location. Where traffic density is high, the length of time over which data is collected and used to determine traffic conditions may be short, for example three minutes. In contrast, where traffic levels are light, data may be collected for a long period of time, such as fifteen minutes. When used to determine traffic information, the data may be averaged over the period for which data has been collected. Alternatively, the traffic information could be weighted, so that older traffic information, though used, is given less weight when determining traffic information for a particular location.
  • By varying the spacing between locations for which data is associated in the database and the length of time over which information is collected, the database may be configured to optimize the collection and presentation of traffic information. For areas with high traffic density, the data may be gathered over a short period of time, and the spacing between locations may be small. For areas with low traffic density, the data may be gathered over long periods of time and the spacing may be large. The database may be configured as traffic conditions change, so that during periods of congestion the information is gathered only over a short time for a particular area, while during periods of freely flowing traffic, the information is gathered over a longer time for the same area.
  • The present invention provides several alternative methods for displaying traffic information to a commuter using a mobile user station 52. These various alternatives allow the user to customize the display 54 to provide the desired information, and to minimize the amount of operation needed while driving. In one display embodiment, the display 54 centers the location of the user on the displayed map, and is referred to herein as the “Centered Display.” In the Centered Display, the mobile user station 52 determines the longitude and latitude of the commuter based on information obtained from the GPS receiver 62. The mobile user station 52 then displays the position of the commuter at the center of the display 54 as shown in FIG. 13. The traffic information and roadway data is then displayed around the commuter by comparing the longitude and latitude of the user with the longitude and latitude associated with the various map locations contained in the map database. The individual user may preselect the scale of the map which will be displayed based on the user's preference. For example, the user may wish to show an area of one mile radius centered around the user, or two mile radius, or so forth. As the user drives along a road and the user's geographic location changes, the user station 52 and/or computer system 40 adjusts the display 54 to reposition the map and traffic information on the display 54. Thus, the map and traffic information scroll along the display 54 as the user moves along a road. For example, if the display 54 shows map and traffic information at a scale of one inch per mile and the direction north is shown at the top of the display, the map and traffic information would scroll down one inch as the user drives one mile north. The display 54 would continuously show the location of the user at the center of the display 54 even though the geographic location of the user changes.
  • A particular advantage of the Centered Display as discussed above is that the location of the user can immediately be ascertained from a quick glance at the display 54, because the location of the user is always at the center of the display 54. The user is not required to adjust the display 54 by inputting information to the user station 52 in order to constantly view the surrounding traffic information, even as the location of the user changes. Thus a commuter, by selecting the Centered Display, may view constantly updated traffic information for his location without requiring any input from the commuter.
  • Alternatively, the display may be preselected to show the location of the user at a different location on the display 54, but that continues to show the geographic location of the user at a single location on the display 54, even as the geographic location of the user changes. This is referred to as an “Offset Display.” This is a variation of the “Centered Display,” but allows the user to adjust the display 54 to show more information of interest to the user. For example, if the user is traveling north, and north is shown at the top of the display 54, the user may choose to display his location near the bottom of the display (offset from the center) so as to display a greater amount of traffic information in the northern direction. Such a display is shown in FIG. 14. Like the “Centered Display,” as the geographic location of the user changes, the map and traffic information is automatically scrolled to show the surrounding road and traffic, while maintaining the location of the user on the display 54. The “Offset Display” is particularly suited for driving along a relatively straight road, so that the user has relatively more upcoming traffic information displayed.
  • Yet another alternative display allows the user to display upcoming traffic information for the road on which the user is traveling, referred to herein as the “Look Ahead Display.” In the Look Ahead Display, the display 54 displays the location of the user near an edge of the display 54 so as to maximize the amount of upcoming road and traffic information which is displayed. In the Look Ahead Display, the computer system 40 and/or the user station 52 determines the direction of the user based on data received from the GPS receiver 62 and compares that direction to the road the user is traveling on. The map and traffic information is then selected so as to maximize the amount of road shown ahead of the driver. The user may select to either display the map and traffic information so that the cardinal ordinates North, South, East and West remain fixed (for example North is always at the top of the display) or the road is generally centered (for example vertically on the display) without regard to the cardinal ordinates. For example, when the display maintains North at the top of the display, and the user is traveling south, the display 54 would display the location of the user near the top of the display 54, so as to increase the amount of the road ahead of the user that is displayed. If the road then curved, so that the user was heading in an easterly direction, the display 54 would show the location of the user near the left hand side of the screen so as to display the road ahead to the east (east appearing on the right hand side of the screen). This is illustrated in FIG. 15. By constantly comparing the direction of movement of the user, as determined from the data received from the GPS receiver 62, with the road information contained in the map database, the system maximizes the amount of map and traffic information displayed based on the location and direction of travel of the user.
  • Yet another type of display is the “Stationary Display.” In this type of display, the underlying map data remains “motionless” while the displayed location of the user changes according to the movement of the user. For example, initially, the user's geographic location on the map may be shown at the center of the screen. As the user moves along a road, the user's location would change on the display 54, while the position of the road relative to the screen would remain constant. (An example of such a display is shown in FIG. 6). If the user moved to a location not displayed, a new map would be displayed, showing the location of the user on the new map screen. The Stationary Display is useful where the map database is divided into discrete units that roughly correspond to “pages.” The Stationary Display can show the map data corresponding to a particular page on the display 54. New pages can be shown as the user's location changes. The Stationary Display may be preferred where the user is familiar with the surrounding area. The Stationary Display may also be less disconcerting to the user, because only a small portion of the screen is changing (the displayed location of the user) as the user's geographic location changes. The Stationary Display may also achieve some efficiencies for the system, because the computer system 40 would only be required to send enough data to fill display 54 to show the map for the area surrounding the location of the user and then update as necessary for new traffic information. Thus, the map database could be divided into discrete portions, each portion containing enough information to fill a display. In response to a request from a mobile user station 52 providing location information derived from the GPS receiver 62, the computer system 40 identifies the corresponding portion of the map database to the user station 52. The user station 52 may manage the task of integrating the map database with the user's location to display the geographic position of the user. New map data would only be sent if the user's geographic location changed enough so that a different portion of the map database corresponds to the new location.
  • Yet another mode for displaying map and traffic information is to display a particular area of interest (referred to as the “Area Display”). The Area Display displays a particular geographic area of interest to the commuter. The location of the commuter may or may not be displayed, depending on whether the commuter is located within the area. To receive an Area Display, the mobile user station 52 transmits the location of the area of interest, and in response, the computer system 40 provides pertinent map and/or traffic information. The Area Display may be especially advantageous where the commuter wishes to view a particular area of interest that may be some distance away from the commuter.
  • Typically the maps may be displayed with different amounts of detail, freeways, highways, parks, arterials, side streets, etc., which may be selected by the user. The amount of road detail provided for a particular region may be associated with the map provided and the technique of presentation to provide additional ease of use.
  • Various alternatives may be used to command the user station 52 and/or computer system 40 to display map and traffic information. In one embodiment, where the network is the Internet, the system may provide a settings preference web page to the user to allow the user to select the user's individual display settings. Thus, the user may select the scale of the display (i.e. one inch of display equals one geographic mile); the size of the display (to accommodate different screen sizes); the frequency at which the map and traffic information is updated; the particular default display type (such as the “Centered Display,” “Look Ahead Display,” “Stationary Display,” “Area Display,” or other type); and whether information banners are to be displayed. The ability to choose the frequency with which traffic information may be updated may be useful to allow the user to control the cost of providing the information to the user. For example, where the cost of being connected to the network is high, the user may wish to receive only short periodic updates (such as an update every five minutes) to reduce the expense of receiving data.
  • The user may also set the time duration for which the traffic information is displayed to the user. The user may choose, for example, to alternate between the traffic information web site, and another web site. Thus, the computer system 40 may transmit traffic information for 30 seconds, and then may transmit information such as stock quotes from another web site for 30 seconds.
  • In addition to default settings, or settings that are preset by the user, the user station 52 may be capable of receiving input from the user to actively change how information is displayed in response to user commands. In one embodiment, the user station 52 includes a microphone 53 and voice recognition software to allow the user station 52 to respond to the voice commands of the user. (See FIG. 16). Thus, the user may by using verbal commands select a particular mode of display, request an update of the traffic information, or change the scale of the map. Alternatively, the user station 52 may have a keyboard to accept input commands via the keyboard. Alternatively, the user station may have only a control panel 55 having several key pads 57 which correspond to particular types of preset commands. For example, one key pad may allow a user to request traffic information. Another key pad may allow a user to zoom in on the map (i.e. change scale to show more detail), while another key pad would cause the display to zoom out (i.e. change scale to show more area). Another key pad may select for the Stationary Display, while yet another may select for the Look Ahead Display. The user station 52 may allow the user to preset the key pads 57, such as via a web page preferences page, so that the key pads correspond to the user's particular preferences. The use of key pads to select the mode in which information is displayed has several advantages. The key pads eliminate fumbling by the commuter, and thus are safer to use than a keyboard. They keypads also allow the user to quickly move between different types of modes of presentation, so that the commuter may maximize the amount of information received.
  • When using data from individual mobile user stations 52 to determine traffic information, it may be desirable to screen the data to determine whether it will be included in the traffic information database. One type of screening may involve comparing the geographic location of the user with particular features stored in the map database. For example, where the user is located at a stop sign, it may not be desirable to include the user's reported velocity in the database. The computer system 40 may be programmed so that data received from users at stop signs will not be added to the traffic database. Accordingly, when the user reports its geographic location, the computer system 40 compares the geographic location of the user with the map database. When the computer system 40 determines that the user is located at a stop sign (or other location, as desired), the data is rejected. Thus, the vehicle speed data transmitted by the user is screened based on the particular location of the user.
  • It may also be desirable to screen out data from users that are not traveling along roads of interest. For example, the computer system 40 may maintain a limited traffic information database that only stores traffic information for selected major roads. Thus, the traffic information database may contain data for fewer roads than contained in the map database. If a user is traveling along a side street which is not included in the traffic information database, the data received from the user is rejected or otherwise not used. Thus, the computer system 40 compares the geographic location of the user with the geographic locations of the roads maintained in the traffic information database. If the user reports a location that is not on a road for which traffic information is maintained in the traffic information database, the user's particular traffic information is rejected.
  • Another type of screening that may be desired is to compare the direction of travel of each user with the direction of travel on various roads before adding the user's vehicle speed to the traffic information database. This may be particularly important where the resolution of the GPS receiver 62 is such that the location of the user may be confused with one or more roads. For example, a user may be traveling along a divided road with lanes of traffic traveling in opposite directions, but the resolution of the GPS receiver 62 does not allow the computer system 40 to determine with confidence in which lane the user's vehicle is traveling. In order to determine what portion of the traffic information database to update, the computer system 40 and/or user station 52 creates a directional vector associated with the user which represents the user's direction of travel. The directional vector is determined based on the movement over time by the user. For example, the directional vector may be represented by a number ranging from 0-359; with 0° representing travel straight north, 90° straight east, etc. When information is received by the computer system 40, it compares the directions of travel of the various roads near the geographic location of the user with the user's directional vector. For example, the geographic information reported by the GPS receiver 62 indicates that the user is located near a particular road that has north/south lanes with traffic traveling in each direction. The user's directional vector indicates that the user is traveling south. The computer system 40 therefore updates the traffic information database to add the data received from the user to the traffic information database for the lanes of traffic moving in the user's direction of travel. Other instances in which the directional vector would be useful would be where a user is crossing a particular road, such as when traveling along an overpass or an underpass, and the resolution of the GPS receiver is such that the computer system 40 is unable to determine with confidence on which road the user is traveling. The use of the directional vector thus prevents the computer system 40 from incorrectly updating the traffic information database. In addition, the altitude component of the GPS data may be used to discriminate between users on overpasses or roads that are vertically offset from one another.
  • Yet another type of screening may be necessary where the user reports no movement. In this instance, it may be desirable to determine whether the user's data should be added to the database, because the user may be stopped along the side of the road while traffic is nevertheless moving. Thus, the computer system 40, when it receives data from a user indicating that the user has not moved since the last time the user reported data, may cross check the data through a variety of algorithms. For example, the computer system 40 may compare the data reported by the user with the traffic information for that portion of the road determined from data taken from sensors and/or other mobile users. If the traffic information derived from other sources indicates that traffic is moving along the road, the no movement data received from the particular user would be rejected. Alternatively, the computer system 40 may be associated with a system that allows a user to request assistance in the event of a breakdown. The computer system 40 could check to see whether the user has reported a breakdown, and if so, reject the traffic data.
  • Yet another method for filtering data is to screen data received from particular users and/or classes of devices which are capable of functioning as user stations. For example, it may be desirable to exclude traffic data received from buses, because buses do not provide representative velocity data due to frequent stops. Thus all data from buses could be excluded. Alternatively, data from particular types of user stations could be excluded. For example, the computer system 40 could maintain a database of the particular types of devices used by different users. Because data from hand held devices may not correspond to a vehicle moving along a road, the computer system 40 may reject data from the class of hand held computing devices. Thus the system could distinguish between different classes of users and/or user stations 52 to determine whether to accept traffic data from that user station.
  • In another embodiment, the present inventors came to the realization that merely encoding the image with a representation of the traffic flow relative to a single fixed value is not optimal. An example of such coding would be red is 0-30 mph, yellow is 30-40 mph, and green is 40+ mph. This coding is adequate for freeways but when roads are encoded that have lower speed limits, the encoding should be relative to what the speed limit is so that the user knows the relative speed of traffic on the road. Thus coding may correspond to relative speed rather than absolute speed. For example, a freeway with speed limit 55 mph would be coded 0-30 mph red, 30-40 mph yellow and 40+ mph green, while a side road with a 35 mph speed limit would be coded 0-20 mph red, 20-25 mph yellow and 25+ mph green. This permits relative encoding which is easier to interpret. Alternatively, encoding may be based on other relative measures, such as for example, anticipated traffic flow for that particular road, section of road, time of day, and statistical history measure of traffic in the past. When multiple freeways in the area are all busy, such as Seattle, coding for absolute values may show everything as red. However, if relative coding is used, the traffic flow may be relative to other roads so that the encoding dynamically adjusts to encode one road relative to one or more other roads. In this manner, for example, the “fast” road may be green and the “slow” road may be red.
  • While the present invention has been described in the context of providing traffic information, the present invention may also be used to provide location specific information to mobile users. In one such embodiment, an information database may be created for weather reports, in which various weather reports are associated with respective geographic locations. A user in a vehicle 60 may request a weather report from the mobile user station 52. The request would include the user's geographic location as determined by the GPS receiver 62. In response to the request, the computer system would access the weather database and select the weather report associated with that geographic location. The location specific weather report would then be transmitted to the mobile user station 52. The weather report would then be displayed or otherwise communicated to the user through speakers. Other similar information databases could likewise be prepared to associate particular information with geographic locations. In this manner, a user at a mobile user station 52 may easily obtain highly relevant information that is specific to the location of the user. In preferred embodiments of the system, the user may receive both traffic information and other location specific information at the same time, in sequence, or as requested by the user. In one such embodiment, the user may preselect the information to be retrieved and the sequence of display or communication.
  • The terms and expressions which have been employed in the foregoing specification are used therein as terms of description and not of limitation, and there is no intention, in the use of such terms and expressions, of excluding equivalents of the features shown and described or portions thereof, it being recognized that the scope of the invention is defined and limited only by the claims which follow.

Claims (20)

1-20. (canceled)
21. A system for providing traffic information to a plurality of mobile users, comprising:
(a) a plurality of mobile user stations, each of said mobile user stations being associated with a respective display, a respective receiving device to allow each of said mobile user stations to receive signals, and a respective global positioning system device for determining a geographic location of said mobile user station;
(b) a computer system associated with a transmitting device, said computer system being capable of sending signals to said mobile user stations;
(c) said computer system including a traffic information database, said traffic information database containing data representative of traffic at a plurality of locations;
(d) said computer system providing to said mobile user stations information representative of said traffic information database; and
(e) said mobile user stations displaying graphically on said display information representative of selected portions of said traffic information database based on said geographic location of said mobile user station.
22. The system of claim 21 wherein said computer system updates said traffic information database and transmits updated traffic information to said mobile user stations.
23. The system of claim 21 wherein said at least one of said mobile user stations is a cellular phone.
24. The system of claim 21 wherein said mobile user station further comprises a memory capable of storing a map database.
25. The system of claim 24 wherein said mobile user station displays a selected portion of said map database.
26. The system of claim 21 wherein said computer system further transmits information representative of a map database to said mobile user stations.
27. The system of claim 26 wherein said mobile user station displays a selected portion of said map database.
28. The system of claim 21 wherein said mobile user station determines the longitude and latitude of said geographic location of said mobile user station.
29. The system of claim 21 wherein said location of said one of said mobile user stations is displayed graphically.
30. The system of claim 21 wherein less than all available traffic information is displayed by said display.
31. The system of claim 21 wherein the displayed traffic information geographically encompasses said geographic location of said mobile user station.
32. The system of claim 21 wherein said information representative of said traffic information database includes data representative of the speed of the traffic.
33. The system of claim 32 wherein said speed of the traffic is displayed graphically.
34. The system of claim 21 wherein said computer system transmits the location of an accident or construction site, and said mobile user stations display graphically on said display an icon indicating the location of said accident or said highway construction site.
35. The system of claim 21 wherein said mobile user stations display a text message about road conditions in response to a signal received from said computer system.
36. The system of claim 21 wherein said mobile user station determines a fastest route based on current traffic conditions.
37. The system of claim 21 wherein said geographic location of said mobile user stations is displayed graphically near the center of said display.
38. The system of claim 21 wherein said geographic location of the said mobile user stations is displayed near an edge of said display.
39. The system of claim 21 wherein said mobile user stations displays graphically on said display different colors or patterns representative of average vehicle speeds.
US11/168,046 1999-04-19 2005-06-28 System for providing traffic information Abandoned US20050248469A1 (en)

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Application Number Priority Date Filing Date Title
US11/168,046 US20050248469A1 (en) 1999-04-19 2005-06-28 System for providing traffic information
US11/891,247 US20080045197A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,073 US20080045242A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,248 US20080010002A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US12/460,531 US20090287404A1 (en) 1999-04-19 2009-07-20 System for providing traffic information
US12/813,222 US20100253544A1 (en) 1999-04-19 2010-06-10 System for providing traffic information
US12/891,605 US20110015853A1 (en) 1999-04-19 2010-09-27 System for providing traffic information
US14/614,269 US20150149070A1 (en) 1999-04-19 2015-02-04 System for providing traffic information

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US13039999P 1999-04-19 1999-04-19
US16686899P 1999-11-22 1999-11-22
US18991300P 2000-03-16 2000-03-16
US09/550,476 US6466862B1 (en) 1999-04-19 2000-04-14 System for providing traffic information
US10/218,850 US6574548B2 (en) 1999-04-19 2002-08-13 System for providing traffic information
US10/367,162 US6785606B2 (en) 1999-04-19 2003-02-13 System for providing traffic information
US10/880,409 US20040267440A1 (en) 1999-04-19 2004-06-28 System for providing traffic information
US11/168,046 US20050248469A1 (en) 1999-04-19 2005-06-28 System for providing traffic information

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US11/891,248 Continuation US20080010002A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,073 Continuation US20080045242A1 (en) 1999-04-19 2007-08-08 System for providing traffic information

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US10/367,162 Expired - Fee Related US6785606B2 (en) 1999-04-19 2003-02-13 System for providing traffic information
US10/880,409 Abandoned US20040267440A1 (en) 1999-04-19 2004-06-28 System for providing traffic information
US11/168,046 Abandoned US20050248469A1 (en) 1999-04-19 2005-06-28 System for providing traffic information
US11/270,249 Abandoned US20060058941A1 (en) 1999-04-19 2005-11-08 System for providing traffic information
US11/891,073 Abandoned US20080045242A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,247 Abandoned US20080045197A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,248 Abandoned US20080010002A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US12/460,531 Abandoned US20090287404A1 (en) 1999-04-19 2009-07-20 System for providing traffic information
US12/813,222 Abandoned US20100253544A1 (en) 1999-04-19 2010-06-10 System for providing traffic information
US12/891,605 Abandoned US20110015853A1 (en) 1999-04-19 2010-09-27 System for providing traffic information
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US10/367,162 Expired - Fee Related US6785606B2 (en) 1999-04-19 2003-02-13 System for providing traffic information
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US11/891,247 Abandoned US20080045197A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US11/891,248 Abandoned US20080010002A1 (en) 1999-04-19 2007-08-08 System for providing traffic information
US12/460,531 Abandoned US20090287404A1 (en) 1999-04-19 2009-07-20 System for providing traffic information
US12/813,222 Abandoned US20100253544A1 (en) 1999-04-19 2010-06-10 System for providing traffic information
US12/891,605 Abandoned US20110015853A1 (en) 1999-04-19 2010-09-27 System for providing traffic information
US14/614,269 Abandoned US20150149070A1 (en) 1999-04-19 2015-02-04 System for providing traffic information

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Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050267678A1 (en) * 2004-06-01 2005-12-01 Denso Corporation Traveled point display device and program
US20080071467A1 (en) * 2006-09-19 2008-03-20 Johnson Christopher S Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations
US20080129839A1 (en) * 2006-11-07 2008-06-05 Sony Corporation Imaging apparatus and imaging method
EP1956600A1 (en) 2006-12-07 2008-08-13 Sony Corporation Image display system, display apparatus, and display method
US20080253695A1 (en) * 2007-04-10 2008-10-16 Sony Corporation Image storage processing apparatus, image search apparatus, image storage processing method, image search method and program
US20080300776A1 (en) * 2007-06-01 2008-12-04 Petrisor Gregory C Traffic lane management system
US20090040231A1 (en) * 2007-08-06 2009-02-12 Sony Corporation Information processing apparatus, system, and method thereof
US20100073195A1 (en) * 2008-09-22 2010-03-25 Lmr Inventions, Llc Vehicle traffic flow data acquisition and distribution
US7761225B2 (en) 2007-08-15 2010-07-20 International Business Machines Corporation Routing method and system
US20100278379A1 (en) * 2009-05-01 2010-11-04 Lmr Inventions, Llc Location based image acquisition
US20110015853A1 (en) * 1999-04-19 2011-01-20 Dekock Bruce W System for providing traffic information
US20110032120A1 (en) * 2008-09-22 2011-02-10 Ariel Inventions, Llc Method and system for infraction detection based on vehicle traffic flow data
US20110095904A1 (en) * 2009-10-22 2011-04-28 Electronics And Telecommunications Research Institute Method and system for providing safety guidance service
US20110109475A1 (en) * 2009-11-12 2011-05-12 Gm Global Technology Operations, Inc. Travel Lane Advisor
US20110173072A1 (en) * 2010-01-08 2011-07-14 David Ross Systems and methods for advertising on a mobile electronic device
US20130073192A1 (en) * 2011-09-20 2013-03-21 Infosys Limited System and method for on-road traffic density analytics using video stream mining and statistical techniques
US20130076906A1 (en) * 2008-09-22 2013-03-28 Leigh M. Rothschild Traffic citation delivery based on type of traffic infraction
US8542097B2 (en) 2011-04-13 2013-09-24 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US20150256624A1 (en) * 2014-03-05 2015-09-10 Siemens Industry, Inc. Cloud-enhanced traffic controller

Families Citing this family (391)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8352400B2 (en) 1991-12-23 2013-01-08 Hoffberg Steven M Adaptive pattern recognition based controller apparatus and method and human-factored interface therefore
US10361802B1 (en) 1999-02-01 2019-07-23 Blanding Hovenweep, Llc Adaptive pattern recognition based control system and method
US10240935B2 (en) * 1998-10-22 2019-03-26 American Vehicular Sciences Llc Vehicle software upgrade techniques
US8364136B2 (en) 1999-02-01 2013-01-29 Steven M Hoffberg Mobile system, a method of operating mobile system and a non-transitory computer readable medium for a programmable control of a mobile system
US7966078B2 (en) 1999-02-01 2011-06-21 Steven Hoffberg Network media appliance system and method
US20060074546A1 (en) * 1999-04-19 2006-04-06 Dekock Bruce W System for providing traffic information
US6657554B1 (en) * 1999-06-29 2003-12-02 Matsushita Electric Industrial Co., Ltd. Road antenna controlled on the basis of receiving rate
US6813247B1 (en) * 1999-07-30 2004-11-02 Lucent Technologies Inc. Traffic reporting system and method over wireless communication systems
ATE323929T1 (en) * 1999-10-11 2006-05-15 Last Mile Communications Tivis INFORMATION SYSTEM
KR20070034095A (en) 1999-10-19 2007-03-27 아메리칸 캘카어 인코포레이티드 Technique for effective navigation based on user preferences
US7475057B1 (en) * 1999-10-27 2009-01-06 American Calcar, Inc. System and method for user navigation
EP1247191A4 (en) * 1999-12-29 2007-12-12 Harry A Glorikian An internet system for connecting client-travelers with geographically-associated data
JP4599649B2 (en) * 2000-03-09 2010-12-15 株式会社エクォス・リサーチ Billing processing apparatus in data communication network
KR100386752B1 (en) * 2000-04-24 2003-06-09 김석배 Navigation system of vehicle using live image
AU2001258867A1 (en) * 2000-05-04 2001-11-12 Jin-Ho Song Automatic vehicle management apparatus and method using wire and wireless communication network
US6690292B1 (en) * 2000-06-06 2004-02-10 Bellsouth Intellectual Property Corporation Method and system for monitoring vehicular traffic using a wireless communications network
DE10029115A1 (en) * 2000-06-14 2001-12-20 Mannesmann Ag Method for determination of the traffic state within an area by detecting the movement of mobile phones between base stations in the area and comparing the signal travel times with previously calibrated times to determine position
US20010056363A1 (en) * 2000-06-26 2001-12-27 Gantz Donald T. System for providing ride matching services using e-mail and the internet
DE10032800A1 (en) * 2000-06-28 2002-01-31 Mannesmann Ag Procedure for the acquisition of traffic situation data
JP5118793B2 (en) * 2000-06-29 2013-01-16 ソニー株式会社 Service provision system
US8041817B2 (en) 2000-06-30 2011-10-18 At&T Intellectual Property I, Lp Anonymous location service for wireless networks
AU2001278953A1 (en) 2000-07-28 2002-02-13 American Calcar, Inc. Technique for effective organization and communication of information
KR100349010B1 (en) * 2000-08-28 2002-08-14 모빌토크(주) Method Of Providing Real-time Traffic Information Using A Mobile Phone Through Wireless Internet
US6587781B2 (en) * 2000-08-28 2003-07-01 Estimotion, Inc. Method and system for modeling and processing vehicular traffic data and information and applying thereof
MXPA03002206A (en) 2000-09-15 2004-12-03 Grape Technology Inc Enhanced directory assistance system.
US6587777B1 (en) * 2000-10-23 2003-07-01 Sun Microsystems, Inc. System and method for location based traffic reporting
US6804524B1 (en) * 2000-11-21 2004-10-12 Openwave Systems Inc. System and method for the acquisition of automobile traffic data through wireless networks
US6650948B1 (en) * 2000-11-28 2003-11-18 Applied Generics Limited Traffic flow monitoring
GB0030068D0 (en) * 2000-12-11 2001-01-24 Lawrence Malcolm Highway vehicular traffic flow control
US7116977B1 (en) 2000-12-19 2006-10-03 Bellsouth Intellectual Property Corporation System and method for using location information to execute an action
US7245925B2 (en) 2000-12-19 2007-07-17 At&T Intellectual Property, Inc. System and method for using location information to execute an action
US7085555B2 (en) 2000-12-19 2006-08-01 Bellsouth Intellectual Property Corporation Location blocking service from a web advertiser
US7130630B1 (en) 2000-12-19 2006-10-31 Bellsouth Intellectual Property Corporation Location query service for wireless networks
US7428411B2 (en) 2000-12-19 2008-09-23 At&T Delaware Intellectual Property, Inc. Location-based security rules
US7181225B1 (en) 2000-12-19 2007-02-20 Bellsouth Intellectual Property Corporation System and method for surveying wireless device users by location
US7224978B2 (en) 2000-12-19 2007-05-29 Bellsouth Intellectual Property Corporation Location blocking service from a wireless service provider
US7110749B2 (en) 2000-12-19 2006-09-19 Bellsouth Intellectual Property Corporation Identity blocking service from a wireless service provider
DE10065382A1 (en) * 2000-12-27 2002-07-18 Nokia Mobile Phones Ltd Vehicle navigation system based on a central route calculating computer linked via a communications network to an onboard vehicle guidance system that calculates a route automatically based on user identification and position
NL1017388C2 (en) * 2001-02-16 2002-08-19 Marc Van Oldenborgh Organic data network with a dynamic topology.
US20020158922A1 (en) * 2001-04-05 2002-10-31 Clark Richard L. Portable real-time traffic information device and method
US7194512B1 (en) * 2001-06-26 2007-03-20 Palm, Inc. Method and apparatus for wirelessly networked distributed resource usage for data gathering
GB2377332A (en) * 2001-07-04 2003-01-08 Hewlett Packard Co Simulating a moving image from static cameras along a route
US7026955B2 (en) * 2001-07-12 2006-04-11 Scott Kauffman Apparatus and method for activating an inductance loop vehicle detection system
EP1429115A4 (en) * 2001-08-10 2005-02-09 Aisin Aw Co Traffic information search method, traffic information search system, mobile body communication device, and network navigation center
US20030038878A1 (en) * 2001-08-21 2003-02-27 Lee Chinmei Chen Remotely initiated surveillance
US6580997B2 (en) * 2001-09-27 2003-06-17 International Business Machines Corporation Hierarchical traffic control system which includes vehicle roles and permissions
ATE447311T1 (en) * 2001-11-21 2009-11-15 Ericsson Telefon Ab L M SPEED TREATMENT IN LOCATION SERVICES
US6584401B2 (en) * 2001-11-27 2003-06-24 Hewlett-Packard Development Company, Lp. Automatic gathering and analysis of data on commute paths
US6567035B1 (en) * 2001-11-30 2003-05-20 Bbnt Solutions Llc Systems and methods for networking radar detectors
US6973384B2 (en) * 2001-12-06 2005-12-06 Bellsouth Intellectual Property Corporation Automated location-intelligent traffic notification service systems and methods
US6741926B1 (en) * 2001-12-06 2004-05-25 Bellsouth Intellectual Property Corporation Method and system for reporting automotive traffic conditions in response to user-specific requests
JP2003242292A (en) * 2002-02-14 2003-08-29 Fujitsu Ltd Information collecting method, information providing method, information processing program, information processing server, and information processing terminal device
US7221287B2 (en) 2002-03-05 2007-05-22 Triangle Software Llc Three-dimensional traffic report
US20030203730A1 (en) * 2002-04-11 2003-10-30 Dadong Wan Location-based remote monitoring
US6697734B1 (en) * 2002-04-17 2004-02-24 Nokia Corporation System and method for displaying a map having two scales
US7957509B2 (en) * 2002-04-30 2011-06-07 At&T Intellectual Property I, L.P. Voice enhancing for advance intelligent network services
US6741359B2 (en) * 2002-05-22 2004-05-25 Carl Zeiss Meditec, Inc. Optical coherence tomography optical scanner
JP3994027B2 (en) * 2002-05-23 2007-10-17 松下電器産業株式会社 Information providing system and apparatus and method thereof
US7409286B2 (en) * 2002-06-24 2008-08-05 Jorge Osvaldo Ambort Application for diminishing or avoiding the unwanted effects of traffic congestion
US6683558B1 (en) * 2002-08-06 2004-01-27 Bushnell Performance Optics Speed measurement device with statistic gathering capability
US20040034467A1 (en) * 2002-08-09 2004-02-19 Paul Sampedro System and method for determining and employing road network traffic status
US20060122846A1 (en) * 2002-08-29 2006-06-08 Jonathan Burr Apparatus and method for providing traffic information
US7116326B2 (en) * 2002-09-06 2006-10-03 Traffic.Com, Inc. Method of displaying traffic flow data representing traffic conditions
US7835858B2 (en) * 2002-11-22 2010-11-16 Traffic.Com, Inc. Method of creating a virtual traffic network
AT414052B (en) * 2002-12-19 2006-08-15 Efkon Ag MOTOR VEHICLE INFRARED (IR) - COMMUNICATION DEVICE
US6911918B2 (en) * 2002-12-19 2005-06-28 Shawfu Chen Traffic flow and route selection display system for routing vehicles
US9818136B1 (en) 2003-02-05 2017-11-14 Steven M. Hoffberg System and method for determining contingent relevance
US6968905B2 (en) * 2003-03-18 2005-11-29 Schlumberger Technology Corporation Distributed control system
US7415243B2 (en) 2003-03-27 2008-08-19 Honda Giken Kogyo Kabushiki Kaisha System, method and computer program product for receiving data from a satellite radio network
US20040198400A1 (en) * 2003-04-03 2004-10-07 Hsien-Chung Lin Method for inserting symbols in text messages using a cellular phone
US7421334B2 (en) * 2003-04-07 2008-09-02 Zoom Information Systems Centralized facility and intelligent on-board vehicle platform for collecting, analyzing and distributing information relating to transportation infrastructure and conditions
DE10317966A1 (en) * 2003-04-17 2004-11-18 Siemens Ag System for determining traffic data
US6988032B2 (en) * 2003-04-29 2006-01-17 Lucent Technologies Inc. Generating vehicle traffic data from raw location data for mobile units
US9286795B2 (en) * 2003-05-09 2016-03-15 Dimitri Vorona System for transmitting, processing, receiving, and displaying traffic information
US7440842B1 (en) * 2003-05-09 2008-10-21 Dimitri Vorona System for transmitting, processing, receiving, and displaying traffic information
US8825356B2 (en) 2003-05-09 2014-09-02 Dimitri Vorona System for transmitting, processing, receiving, and displaying traffic information
USRE47986E1 (en) 2003-05-15 2020-05-12 Speedgauge, Inc. System and method for evaluating vehicle and operator performance
ATE505775T1 (en) * 2003-05-15 2011-04-15 Speedgauge Inc SYSTEM AND METHOD FOR EVALUATION OF VEHICLE AND OPERATOR PERFORMANCE
US20040260788A1 (en) * 2003-05-30 2004-12-23 Kazuhiko Miyano Information provision system, terminal unit and relay unit forming part of that system, and image display customizing system
US7610145B2 (en) 2003-07-25 2009-10-27 Triangle Software Llc System and method for determining recommended departure time
US7634352B2 (en) * 2003-09-05 2009-12-15 Navteq North America, Llc Method of displaying traffic flow conditions using a 3D system
US7149504B1 (en) * 2003-09-25 2006-12-12 Sprint Spectrum L.P. Method and system for managing location polling intervals
US8190130B2 (en) * 2003-10-01 2012-05-29 General Motors Llc Method and system for notifying a subscriber of events
US7026958B2 (en) * 2003-11-07 2006-04-11 The Boeing Company Method and system of utilizing satellites to transmit traffic congestion information to vehicles
US7124023B2 (en) * 2003-12-12 2006-10-17 Palo Alto Research Center Incorporated Traffic flow data collection agents
US20050131627A1 (en) * 2003-12-15 2005-06-16 Gary Ignatin Traffic management in a roadway travel data exchange network
US7113865B2 (en) * 2003-12-15 2006-09-26 Ignatin Gary R Roadway travel data exchange network
US7818380B2 (en) 2003-12-15 2010-10-19 Honda Motor Co., Ltd. Method and system for broadcasting safety messages to a vehicle
US7949463B2 (en) 2003-12-15 2011-05-24 Gary Ignatin Information filtering and processing in a roadway travel data exchange network
US8041779B2 (en) 2003-12-15 2011-10-18 Honda Motor Co., Ltd. Method and system for facilitating the exchange of information between a vehicle and a remote location
US20070138347A1 (en) * 2004-12-16 2007-06-21 Ehlers Gregory A System and method for providing information to an operator of a vehicle
US7174153B2 (en) * 2003-12-23 2007-02-06 Gregory A Ehlers System and method for providing information to an operator of an emergency response vehicle
JP3928639B2 (en) * 2003-12-26 2007-06-13 アイシン・エィ・ダブリュ株式会社 Car navigation system
US20050267651A1 (en) * 2004-01-15 2005-12-01 Guillermo Arango System and method for knowledge-based emergency response
CA2454508A1 (en) * 2004-01-19 2005-07-19 Rene Noel Portable detection and management system for highway traffic and climatic conditions
US7522995B2 (en) 2004-02-05 2009-04-21 Nortrup Edward H Method and system for providing travel time information
US7180428B1 (en) * 2004-03-03 2007-02-20 Levan Martin Compact radar vehicle speed monitor
US7983835B2 (en) * 2004-11-03 2011-07-19 Lagassey Paul J Modular intelligent transportation system
US20050209774A1 (en) * 2004-03-22 2005-09-22 Speedinfo Digital map system
US7366606B2 (en) * 2004-04-06 2008-04-29 Honda Motor Co., Ltd. Method for refining traffic flow data
US7289904B2 (en) 2004-04-06 2007-10-30 Honda Motor Co., Ltd. Vehicle navigation system and methods for incorporating user preferences into same
JP2007533004A (en) 2004-04-06 2007-11-15 本田技研工業株式会社 Method and system for controlling the exchange of vehicle related messages regarding application information
US7222018B2 (en) 2004-04-06 2007-05-22 Honda Motor Co., Ltd. Bandwidth and memory conserving methods for a vehicle navigation system
US7319931B2 (en) 2004-04-06 2008-01-15 Honda Motor Co., Ltd. Methods for filtering and providing traffic information
JP2005301581A (en) * 2004-04-09 2005-10-27 Denso Corp Inter-vehicle communication system, inter-vehicle communication equipment and controller
US7451046B2 (en) * 2004-04-29 2008-11-11 Sanjeev Nath Imminent collision warning system and method
US7117083B2 (en) * 2004-06-29 2006-10-03 Intel Corporation System and method for enabling wireless traffic message passing
US20070088494A1 (en) * 2004-06-29 2007-04-19 Rothman Michael A System and method for enabling wireless traffic message passing
US7620402B2 (en) * 2004-07-09 2009-11-17 Itis Uk Limited System and method for geographically locating a mobile device
US20060017588A1 (en) * 2004-07-23 2006-01-26 Inductive Signature Technologies, Inc. Congestion clock
US7558695B2 (en) * 2004-08-10 2009-07-07 Speedinfo, Llc Self-powered vehicle speed sensor
US7643788B2 (en) 2004-09-22 2010-01-05 Honda Motor Co., Ltd. Method and system for broadcasting data messages to a vehicle
US7348895B2 (en) * 2004-11-03 2008-03-25 Lagassey Paul J Advanced automobile accident detection, data recordation and reporting system
KR100754168B1 (en) * 2004-11-12 2007-09-03 삼성전자주식회사 Method and apparatus for updating map data, and recording medium storing a program to implement thereof
US7519564B2 (en) 2004-11-16 2009-04-14 Microsoft Corporation Building and using predictive models of current and future surprises
US7610560B2 (en) 2004-11-16 2009-10-27 Microsoft Corporation Methods for automated and semiautomated composition of visual sequences, flows, and flyovers based on content and context
US7698055B2 (en) * 2004-11-16 2010-04-13 Microsoft Corporation Traffic forecasting employing modeling and analysis of probabilistic interdependencies and contextual data
US20060132291A1 (en) * 2004-11-17 2006-06-22 Dourney Charles Jr Automated vehicle check-in inspection method and system with digital image archiving
US7908080B2 (en) 2004-12-31 2011-03-15 Google Inc. Transportation routing
US20060161503A1 (en) * 2005-01-18 2006-07-20 Andrei Popescu Budget browsing method, system, apparatus, and software product
US20060166644A1 (en) * 2005-01-25 2006-07-27 Champion Mark A Distributed GPS traffic information system
US9601015B2 (en) 2005-02-25 2017-03-21 Concaten, Inc. Maintenance decision support system and method for vehicular and roadside applications
US7355509B2 (en) 2005-02-25 2008-04-08 Iwapi Inc. Smart modem device for vehicular and roadside applications
JP4329711B2 (en) * 2005-03-09 2009-09-09 株式会社日立製作所 Traffic information system
JP2008533796A (en) * 2005-03-11 2008-08-21 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ Commissioning of wireless network equipment according to the installation plan
US7710452B1 (en) * 2005-03-16 2010-05-04 Eric Lindberg Remote video monitoring of non-urban outdoor sites
JP4802531B2 (en) * 2005-03-28 2011-10-26 日産自動車株式会社 Traffic information display apparatus and method
US8165773B1 (en) 2005-03-29 2012-04-24 Avaya Inc. Destination arrival estimates auto-notification based on cellular systems
US7439853B2 (en) * 2005-03-31 2008-10-21 Nissan Technical Center North America, Inc. System and method for determining traffic conditions
US8626440B2 (en) * 2005-04-18 2014-01-07 Navteq B.V. Data-driven 3D traffic views with the view based on user-selected start and end geographical locations
US7765055B2 (en) * 2005-04-18 2010-07-27 Traffic.Com, Inc. Data-driven traffic views with the view based on a user-selected object of interest
US8781736B2 (en) * 2005-04-18 2014-07-15 Navteq B.V. Data-driven traffic views with continuous real-time rendering of traffic flow map
US20060253246A1 (en) * 2005-04-18 2006-11-09 Cera Christopher D Data-driven combined traffic/weather views
US20060247850A1 (en) * 2005-04-18 2006-11-02 Cera Christopher D Data-driven traffic views with keyroute status
US7466244B2 (en) * 2005-04-21 2008-12-16 Microsoft Corporation Virtual earth rooftop overlay and bounding
US7777648B2 (en) * 2005-04-21 2010-08-17 Microsoft Corporation Mode information displayed in a mapping application
US8843309B2 (en) * 2005-04-21 2014-09-23 Microsoft Corporation Virtual earth mapping
US20070210937A1 (en) * 2005-04-21 2007-09-13 Microsoft Corporation Dynamic rendering of map information
US8103445B2 (en) * 2005-04-21 2012-01-24 Microsoft Corporation Dynamic map rendering as a function of a user parameter
TWI258719B (en) * 2005-05-02 2006-07-21 Mitac Int Corp Driving route planning system and method
KR100663405B1 (en) * 2005-06-03 2007-01-02 엘지전자 주식회사 International Path Auto Searching Method and Apparatus
JP2007011558A (en) * 2005-06-29 2007-01-18 Nissan Motor Co Ltd Apparatus and method for predicting traffic jam
EP1742191B1 (en) * 2005-06-30 2011-07-06 Marvell World Trade Ltd. GPS-based traffic monitoring system
US7885758B2 (en) * 2005-06-30 2011-02-08 Marvell World Trade Ltd. GPS-based traffic monitoring system
US9047765B2 (en) * 2005-06-30 2015-06-02 Marvell World Trade Ltd. GPS-based traffic monitoring system
US20070005228A1 (en) * 2005-06-30 2007-01-04 Sehat Sutardja GPS-based traffic monitoring system
JP4822099B2 (en) * 2005-07-11 2011-11-24 アイシン・エィ・ダブリュ株式会社 Navigation device and navigation method
JP2007024514A (en) * 2005-07-12 2007-02-01 Datatron:Kk Vehicle-mounted information display device and vehicle information communication system using this
TW200705889A (en) * 2005-07-22 2007-02-01 Mitac Int Corp Road information system and method for providing road information based on internet protocol
US7412325B1 (en) * 2005-08-10 2008-08-12 Union Beach L.P. System and method for selective navigation tracking
TW200708431A (en) * 2005-08-19 2007-03-01 Jetpo Technology Inc Traffic information monitoring and personalized reporting system
US8466962B2 (en) * 2005-08-24 2013-06-18 M&K Hutchison Investments, Lp Traffic signal with integrated sensors
US7949330B2 (en) 2005-08-25 2011-05-24 Honda Motor Co., Ltd. System and method for providing weather warnings and alerts
JP4546909B2 (en) * 2005-09-13 2010-09-22 株式会社日立製作所 In-vehicle terminal, traffic information system, and link data update method
US8874477B2 (en) 2005-10-04 2014-10-28 Steven Mark Hoffberg Multifactorial optimization system and method
US7720581B2 (en) * 2005-10-11 2010-05-18 Toshiba America Research, Inc. Monitoring of vehicle conditions utilizing cellular broadcasts
US7706963B2 (en) * 2005-10-28 2010-04-27 Gm Global Technology Operations, Inc. System for and method of updating traffic data using probe vehicles having exterior sensors
US8046162B2 (en) 2005-11-04 2011-10-25 Honda Motor Co., Ltd. Data broadcast method for traffic information
US11345236B2 (en) 2005-11-17 2022-05-31 Invently Automotive Inc. Electric vehicle power management system
US11180025B2 (en) 2005-11-17 2021-11-23 Invently Automotive Inc. Electric vehicle power management system
US11351863B2 (en) 2005-11-17 2022-06-07 Invently Automotive Inc. Vehicle power management system
US11207980B2 (en) 2005-11-17 2021-12-28 Invently Automotive Inc. Vehicle power management system responsive to traffic conditions
US11214144B2 (en) 2005-11-17 2022-01-04 Invently Automotive Inc. Electric vehicle power management system
US11186175B2 (en) 2005-11-17 2021-11-30 Invently Automotive Inc. Vehicle power management system
US7397365B2 (en) * 2005-11-21 2008-07-08 Lucent Technologies Inc. Vehicle speeding alert system for GPS enabled wireless devices
US7599788B1 (en) * 2005-12-07 2009-10-06 Nextel Communications Inc. System and method for monitoring the movement of one or more vehicles
US20070150168A1 (en) * 2005-12-12 2007-06-28 Microsoft Corporation Traffic channel
KR100737805B1 (en) * 2005-12-20 2007-07-10 전자부품연구원 Method and system for collecting traffic information in real time using wireless communication
KR100750632B1 (en) * 2005-12-30 2007-08-20 삼성전자주식회사 Interactive traffic information providing method and apparatus
US20070152844A1 (en) * 2006-01-03 2007-07-05 Hartley Joel S Traffic condition monitoring devices and methods
KR100796341B1 (en) * 2006-01-04 2008-01-21 삼성전자주식회사 Traffic information providing method and apparatus for automatically scrolling traffic information display screen
US20070208498A1 (en) * 2006-03-03 2007-09-06 Inrix, Inc. Displaying road traffic condition information and user controls
US7899611B2 (en) * 2006-03-03 2011-03-01 Inrix, Inc. Detecting anomalous road traffic conditions
US7912627B2 (en) 2006-03-03 2011-03-22 Inrix, Inc. Obtaining road traffic condition data from mobile data sources
US7831380B2 (en) * 2006-03-03 2010-11-09 Inrix, Inc. Assessing road traffic flow conditions using data obtained from mobile data sources
US7813870B2 (en) * 2006-03-03 2010-10-12 Inrix, Inc. Dynamic time series prediction of future traffic conditions
US20070208493A1 (en) * 2006-03-03 2007-09-06 Inrix, Inc. Identifying unrepresentative road traffic condition data obtained from mobile data sources
US20070208506A1 (en) * 2006-03-03 2007-09-06 Ford Motor Company Travel system for a vehicle
US7912628B2 (en) 2006-03-03 2011-03-22 Inrix, Inc. Determining road traffic conditions using data from multiple data sources
US8014936B2 (en) 2006-03-03 2011-09-06 Inrix, Inc. Filtering road traffic condition data obtained from mobile data sources
US8700296B2 (en) 2006-03-03 2014-04-15 Inrix, Inc. Dynamic prediction of road traffic conditions
US7706965B2 (en) * 2006-08-18 2010-04-27 Inrix, Inc. Rectifying erroneous road traffic sensor data
US20070208501A1 (en) * 2006-03-03 2007-09-06 Inrix, Inc. Assessing road traffic speed using data obtained from mobile data sources
US8359151B2 (en) * 2006-03-15 2013-01-22 Microsoft Corporation Cconveying traffic congestion data to a user
US7203595B1 (en) 2006-03-15 2007-04-10 Traffic.Com, Inc. Rating that represents the status along a specified driving route
US7472169B2 (en) * 2006-03-15 2008-12-30 Traffic.Com, Inc. Method of displaying traffic information on a web page
US20070223996A1 (en) * 2006-03-27 2007-09-27 Green Donald L Emissive road marker system
US7466241B2 (en) * 2006-04-06 2008-12-16 International Business Machines Corporation Determining billboard refresh rate based on traffic flow
US20070265734A1 (en) * 2006-04-07 2007-11-15 Clark Christopher M Traffic information system
US7689348B2 (en) * 2006-04-18 2010-03-30 International Business Machines Corporation Intelligent redirection of vehicular traffic due to congestion and real-time performance metrics
US7541943B2 (en) * 2006-05-05 2009-06-02 Eis Electronic Integrated Systems Inc. Traffic sensor incorporating a video camera and method of operating same
US20070273559A1 (en) * 2006-05-26 2007-11-29 Nissan Technical Center North America, Inc. Adaptive traffic flow indicia for navigation systems
US20070299595A1 (en) * 2006-06-23 2007-12-27 Anthony Boldin Traffic control system and method
US7617042B2 (en) 2006-06-30 2009-11-10 Microsoft Corporation Computing and harnessing inferences about the timing, duration, and nature of motion and cessation of motion with applications to mobile computing and communications
JP4950590B2 (en) * 2006-08-07 2012-06-13 クラリオン株式会社 Traffic information providing apparatus, traffic information providing system, traffic information transmission method, and traffic information request method
US7908076B2 (en) * 2006-08-18 2011-03-15 Inrix, Inc. Representative road traffic flow information based on historical data
US8209113B2 (en) * 2006-10-12 2012-06-26 Visteon Global Technologies, Inc. Programmable route specific dynamic traffic warning system with segmentation identifiers
JP5092357B2 (en) * 2006-11-07 2012-12-05 ソニー株式会社 Imaging display device and imaging display method
JP4729469B2 (en) * 2006-11-10 2011-07-20 日立オートモティブシステムズ株式会社 Traffic information system
US20080117081A1 (en) * 2006-11-17 2008-05-22 Peter Jerome Radusewicz Portable traffic analyzer
EP2110797B1 (en) * 2006-12-05 2015-10-07 Fujitsu Limited Traffic situation display method, traffic situation display system, vehicle-mounted device, and computer program
JP4891792B2 (en) * 2007-01-26 2012-03-07 クラリオン株式会社 Traffic information distribution method and traffic information distribution device
KR20080097320A (en) * 2007-05-01 2008-11-05 엘지전자 주식회사 Method of selecting a route and terminal thereof
US7668653B2 (en) 2007-05-31 2010-02-23 Honda Motor Co., Ltd. System and method for selectively filtering and providing event program information
US9864957B2 (en) 2007-06-29 2018-01-09 Concaten, Inc. Information delivery and maintenance system for dynamically generated and updated data pertaining to road maintenance vehicles and other related information
US8275522B1 (en) 2007-06-29 2012-09-25 Concaten, Inc. Information delivery and maintenance system for dynamically generated and updated data pertaining to road maintenance vehicles and other related information
US7948400B2 (en) * 2007-06-29 2011-05-24 Microsoft Corporation Predictive models of road reliability for traffic sensor configuration and routing
US8427341B2 (en) * 2007-07-29 2013-04-23 Yonatan Yulevich System and method for providing road information in advance
US20110040621A1 (en) * 2009-08-11 2011-02-17 Ginsberg Matthew L Traffic Routing Display System
US9043138B2 (en) * 2007-09-07 2015-05-26 Green Driver, Inc. System and method for automated updating of map information
US9852624B2 (en) 2007-09-07 2017-12-26 Connected Signals, Inc. Network security system with application for driver safety system
US20110037619A1 (en) * 2009-08-11 2011-02-17 On Time Systems, Inc. Traffic Routing Using Intelligent Traffic Signals, GPS and Mobile Data Devices
US10070294B2 (en) 2007-09-07 2018-09-04 West Corporation Processing and reporting situational information to emergency service providers
US20110037618A1 (en) * 2009-08-11 2011-02-17 Ginsberg Matthew L Driver Safety System Using Machine Learning
US10083607B2 (en) 2007-09-07 2018-09-25 Green Driver, Inc. Driver safety enhancement using intelligent traffic signals and GPS
JP4547408B2 (en) * 2007-09-11 2010-09-22 日立オートモティブシステムズ株式会社 Traffic condition prediction device and traffic condition prediction method
US20090070708A1 (en) * 2007-09-12 2009-03-12 Palm, Inc. Display of Information of Interest
US8099308B2 (en) 2007-10-02 2012-01-17 Honda Motor Co., Ltd. Method and system for vehicle service appointments based on diagnostic trouble codes
US20090115634A1 (en) * 2007-11-07 2009-05-07 Aochengtongli S&T Development ( Beijing ) Co., Ltd Vehicle detecting system based on ground sense coil
US8321122B2 (en) * 2007-11-28 2012-11-27 The Boeing Company System and method for evidential reasoning for transportation scenarios
JP5056401B2 (en) * 2007-12-21 2012-10-24 株式会社Jvcケンウッド OBE, output enable / disable determination method, road communication system, and program
JP2009151720A (en) * 2007-12-21 2009-07-09 Kenwood Corp System, apparatus, method and program for providing road traffic information
JP2009153018A (en) * 2007-12-21 2009-07-09 Kenwood Corp Information distribution system, and car mounted device
JP2009151716A (en) * 2007-12-21 2009-07-09 Kenwood Corp Road traffic information providing system, road traffic information providing device, and road traffic information providing method and program
JP5169207B2 (en) * 2007-12-21 2013-03-27 株式会社Jvcケンウッド Road-to-vehicle communication system
JP5115182B2 (en) * 2007-12-21 2013-01-09 株式会社Jvcケンウッド On-vehicle equipment and information distribution system
WO2009086565A1 (en) * 2008-01-03 2009-07-09 Stanley Young Monitoring a mobile device
WO2009088946A1 (en) 2008-01-03 2009-07-16 Iwapi, Inc. Integrated rail efficiency and safety support system
US8423255B2 (en) * 2008-01-30 2013-04-16 Microsoft Corporation System for sensing road and traffic conditions
JP5024134B2 (en) * 2008-03-14 2012-09-12 アイシン・エィ・ダブリュ株式会社 Travel information creation device, travel information creation method and program
FR2929034B1 (en) * 2008-03-20 2010-04-16 Armines Ass Pour La Rech Et Le SYSTEM AND METHOD FOR INFORMATION ON TRAFFIC IN A ROAD NETWORK
US8718928B2 (en) * 2008-04-23 2014-05-06 Verizon Patent And Licensing Inc. Traffic monitoring systems and methods
US8134478B2 (en) * 2008-05-30 2012-03-13 Navteq B.V. Data mining in a digital map database to identify community reported driving hazards along roads and enabling precautionary actions in a vehicle
US8712675B2 (en) 2008-06-02 2014-04-29 International Business Machines Corporation Preventative traffic congestion social networking improvement system within a community
US10127515B2 (en) 2008-06-27 2018-11-13 Cargometrics Technologies, Llc System and method for generating commodity flow information
CA2728216C (en) 2008-06-27 2017-03-14 Globalflows, Inc. System and method for generating commodity flow information
WO2010008609A2 (en) * 2008-07-18 2010-01-21 Sensys Networks, Inc. Method and apparatus matching incoming to outgoing vehicle signatures to estimate arterial vehicular movement
WO2010030341A1 (en) 2008-09-09 2010-03-18 United Parcel Service Of America, Inc. Systems and methods of utilizing telematics data to improve fleet management operations
US11482058B2 (en) 2008-09-09 2022-10-25 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US20100131194A1 (en) * 2008-11-25 2010-05-27 Jeyhan Karaoguz Map data management using road ghosting characteristics
US20100158202A1 (en) * 2008-12-23 2010-06-24 International Business Machines Corporation Location Based Emergency Services Dispatching
US20120023057A1 (en) * 2008-12-31 2012-01-26 Mark Winberry Systems and methods for processing information related to a geographic region
GB0901588D0 (en) 2009-02-02 2009-03-11 Itis Holdings Plc Apparatus and methods for providing journey information
US20100223112A1 (en) * 2009-02-27 2010-09-02 Research In Motion Limited Adaptive roadside billboard system and related methods
US9046924B2 (en) 2009-03-04 2015-06-02 Pelmorex Canada Inc. Gesture based interaction with traffic data
US8619072B2 (en) 2009-03-04 2013-12-31 Triangle Software Llc Controlling a three-dimensional virtual broadcast presentation
US8982116B2 (en) 2009-03-04 2015-03-17 Pelmorex Canada Inc. Touch screen based interaction with traffic data
US7801512B1 (en) * 2009-03-05 2010-09-21 Makor Issues And Rights Ltd. Traffic speed enforcement based on wireless phone network
US9230259B1 (en) 2009-03-20 2016-01-05 Jpmorgan Chase Bank, N.A. Systems and methods for mobile ordering and payment
JP2010237486A (en) * 2009-03-31 2010-10-21 Zenrin Co Ltd Device and method for defining traffic regulatory information
US9154982B2 (en) * 2009-04-02 2015-10-06 Trafficcast International, Inc. Method and system for a traffic management network
US8510025B2 (en) * 2009-04-02 2013-08-13 Trafficcast International, Inc. Method and system for a traffic management network
WO2010124138A1 (en) * 2009-04-22 2010-10-28 Inrix, Inc. Predicting expected road traffic conditions based on historical and current data
US20100302070A1 (en) * 2009-05-29 2010-12-02 The Texas A&M University System Anonymous Wireless Address Matching for Traffic Information
US10198942B2 (en) 2009-08-11 2019-02-05 Connected Signals, Inc. Traffic routing display system with multiple signal lookahead
US20110050459A1 (en) * 2009-08-28 2011-03-03 Alcatel-Lucent Usa Inc. System and method to enhance safety and legal compliance by location analysis
ATE549711T1 (en) * 2009-12-29 2012-03-15 Research In Motion Ltd SYSTEM AND METHOD FOR SENDING AN ARRIVAL ESTIMATE
CN102147972A (en) * 2010-02-09 2011-08-10 上海秀派电子科技有限公司 Detecting device for wireless geomagnetic vehicle and installation method of detecting device
US9257042B2 (en) * 2010-03-11 2016-02-09 Inrix, Inc. Learning road feature delay times based on aggregate driver behavior
FR2957708B1 (en) * 2010-03-19 2013-05-31 Capsys VEHICLE TRAFFIC MONITORING SYSTEM ON A COURSE AND METHOD FOR OPERATING SUCH A SYSTEM
US10527448B2 (en) * 2010-03-24 2020-01-07 Telenav, Inc. Navigation system with traffic estimation using pipeline scheme mechanism and method of operation thereof
CN106875719A (en) * 2010-04-15 2017-06-20 米兰.兹洛朱特罗 Vehicle monitoring and identification system
US8902081B2 (en) 2010-06-02 2014-12-02 Concaten, Inc. Distributed maintenance decision and support system and method
KR101651191B1 (en) * 2010-06-14 2016-08-25 엘지전자 주식회사 Mobile terminal and control method thereof
CN102985956B (en) * 2010-06-29 2017-03-08 本田技研工业株式会社 Traffic congestion prediction display method
US8494759B2 (en) * 2010-09-08 2013-07-23 Toyota Motor Engineering & Manufacturing North America, Inc. Vehicle speed indication using vehicle-infrastructure wireless communication
KR101144388B1 (en) * 2010-11-09 2012-05-10 기아자동차주식회사 Traffic information providing system and apparatus and method thereof
US8589058B2 (en) * 2010-11-10 2013-11-19 Honda Motor Co., Ltd. Method of retrieving information for a motor vehicle
EP2638493A4 (en) 2010-11-14 2017-12-13 Muddy River, Series 97 of Allied Security Trust 1 Crowd sourced traffic reporting
US9472097B2 (en) * 2010-11-15 2016-10-18 Image Sensing Systems, Inc. Roadway sensing systems
US8849554B2 (en) * 2010-11-15 2014-09-30 Image Sensing Systems, Inc. Hybrid traffic system and associated method
US8990032B2 (en) 2010-12-30 2015-03-24 Sensys Networks, Inc. In-pavement wireless vibration sensor nodes, networks and systems
WO2012089282A1 (en) * 2010-12-31 2012-07-05 Tomtom Belgium Nv Navigation methods and systems
CN102194316A (en) * 2011-03-23 2011-09-21 中兴通讯股份有限公司 Method and system for acquiring road condition information in real time
US9117190B2 (en) 2011-03-31 2015-08-25 United Parcel Service Of America, Inc. Calculating speed and travel times with travel delays
US9070100B2 (en) 2011-03-31 2015-06-30 United Parcel Service Of America, Inc. Calculating speed and travel times with travel delays
US9953468B2 (en) 2011-03-31 2018-04-24 United Parcel Service Of America, Inc. Segmenting operational data
US9208626B2 (en) 2011-03-31 2015-12-08 United Parcel Service Of America, Inc. Systems and methods for segmenting operational data
US9014632B2 (en) * 2011-04-29 2015-04-21 Here Global B.V. Obtaining vehicle traffic information using mobile bluetooth detectors
WO2012159083A2 (en) 2011-05-18 2012-11-22 Triangle Software Llc System for providing traffic data and driving efficiency data
US8706415B2 (en) * 2011-05-23 2014-04-22 Microsoft Corporation Changing emphasis of list items in a map navigation tool
CN102802117A (en) * 2011-05-27 2012-11-28 国际商业机器公司 Method and equipment for providing position-based traffic information service, and service station
US8704682B1 (en) * 2011-06-29 2014-04-22 Google Inc. Object detection to determine road priority
GB2492369B (en) 2011-06-29 2014-04-02 Itis Holdings Plc Method and system for collecting traffic data
TW201307807A (en) * 2011-08-01 2013-02-16 Hon Hai Prec Ind Co Ltd System and method for planning a traveling route
US9958280B2 (en) 2011-08-16 2018-05-01 Inrix, Inc. Assessing inter-modal passenger travel options
US8868332B2 (en) * 2011-10-26 2014-10-21 Right There Ware LLC Method and system for navigation using bounded geograhic regions
US8775059B2 (en) * 2011-10-26 2014-07-08 Right There Ware LLC Method and system for fleet navigation, dispatching and multi-vehicle, multi-destination routing
CN102509467B (en) * 2011-10-28 2013-09-25 南京邮电大学 Information acquisition method of traffic information display system based on mobile handheld device
US10875525B2 (en) 2011-12-01 2020-12-29 Microsoft Technology Licensing Llc Ability enhancement
US9368028B2 (en) * 2011-12-01 2016-06-14 Microsoft Technology Licensing, Llc Determining threats based on information from road-based devices in a transportation-related context
US8781718B2 (en) 2012-01-27 2014-07-15 Pelmorex Canada Inc. Estimating time travel distributions on signalized arterials
US8750618B2 (en) * 2012-01-31 2014-06-10 Taif University Method for coding images with shape and detail information
US20130204518A1 (en) * 2012-02-02 2013-08-08 Michael George Melville Minimal infrastructure system and method for determining lane
US8676480B2 (en) * 2012-02-29 2014-03-18 Navteq B.V. Three-dimensional traffic flow presentation
US9008954B2 (en) * 2012-04-30 2015-04-14 Hewlett-Packard Development Company, L.P. Predicting impact of a traffic incident on a road network
US9047495B2 (en) * 2012-04-30 2015-06-02 Hewlett-Packard Development Company, L.P. Identifying impact of a traffic incident on a road network
DE102012208254A1 (en) * 2012-05-16 2013-11-21 Continental Teves Ag & Co. Ohg Method and system for creating a current situation image
JP5915407B2 (en) * 2012-06-25 2016-05-11 サクサ株式会社 Monitoring system
US8897811B2 (en) * 2012-06-29 2014-11-25 Google Inc. Systems and methods for aggregating missed call data and adjusting telephone settings
US8892343B2 (en) * 2012-07-31 2014-11-18 Hewlett-Packard Development Company, L.P. Determining a spatiotemporal impact of a planned event on traffic
US10223909B2 (en) 2012-10-18 2019-03-05 Uber Technologies, Inc. Estimating time travel distributions on signalized arterials
JP6178424B2 (en) 2012-11-14 2017-08-09 ヴェクトリアス メディカル テクノロジーズ リミテッド Drift compensation for embedded capacitance-based pressure transducers
US8914225B2 (en) * 2012-12-04 2014-12-16 International Business Machines Corporation Managing vehicles on a road network
US9286800B2 (en) * 2012-12-30 2016-03-15 Robert Gordon Guidance assist vehicle module
US9053636B2 (en) * 2012-12-30 2015-06-09 Robert Gordon Management center module for advanced lane management assist for automated vehicles and conventionally driven vehicles
EP2953384B1 (en) * 2013-01-31 2017-11-01 NEC Corporation Mobile communication apparatus, mobile communication method and program
US8855902B2 (en) 2013-02-28 2014-10-07 Trafficware Group, Inc. Wireless vehicle detection system and associated methods having enhanced response time
CN103218910B (en) * 2013-04-10 2015-06-03 张有彬 System and method for operation of traffic information
US9883209B2 (en) * 2013-04-15 2018-01-30 Autoconnect Holdings Llc Vehicle crate for blade processors
EP2986252B1 (en) 2013-04-18 2018-07-25 Vectorious Medical Technologies Ltd. Remotely powered sensory implant
US10205488B2 (en) 2013-04-18 2019-02-12 Vectorious Medical Technologies Ltd. Low-power high-accuracy clock harvesting in inductive coupling systems
TWI489085B (en) * 2013-05-23 2015-06-21 Hot Fun Information Technology Co Ltd Intelligent navigation system and method
FR3009116B1 (en) * 2013-07-23 2016-11-25 Rizze SYSTEM FOR VISUALIZING VEHICLE FLOW CHANGES ON A REAL-TIME 3D MAP
US9417069B2 (en) 2013-07-25 2016-08-16 Honda Motor Co., Ltd. Familiarity modeling
FR3010220A1 (en) * 2013-09-03 2015-03-06 Rizze SYSTEM FOR CENSUSING VEHICLES BY THE CLOUD
US9582999B2 (en) 2013-10-31 2017-02-28 Here Global B.V. Traffic volume estimation
US9403482B2 (en) 2013-11-22 2016-08-02 At&T Intellectual Property I, L.P. Enhanced view for connected cars
US9805521B1 (en) 2013-12-03 2017-10-31 United Parcel Service Of America, Inc. Systems and methods for assessing turns made by a vehicle
US9200910B2 (en) 2013-12-11 2015-12-01 Here Global B.V. Ranking of path segments based on incident probability
GB2521366A (en) * 2013-12-17 2015-06-24 Siemens Plc A method and device for displaying traffic data
KR101561628B1 (en) * 2013-12-30 2015-10-20 주식회사 케이티 Search apparatus for providing realtime display information of smart glass and method thereof
US9697731B2 (en) 2014-01-20 2017-07-04 Here Global B.V. Precision traffic indication
US9355560B2 (en) * 2014-01-31 2016-05-31 Here Global B.V. Differentiation of probe reports based on quality
US9739619B2 (en) * 2014-04-23 2017-08-22 Here Global B.V. Dynamic traffic rendering
US9349284B2 (en) * 2014-04-24 2016-05-24 International Business Machines Corporation Regional driving trend modification using autonomous vehicles
US9142127B1 (en) * 2014-04-29 2015-09-22 Maxwell Consulting, LLC Systems and methods for traffic guidance nodes and traffic navigating entities
US9609046B2 (en) * 2014-04-29 2017-03-28 Here Global B.V. Lane level road views
US9747505B2 (en) * 2014-07-07 2017-08-29 Here Global B.V. Lane level traffic
CN104331422B (en) * 2014-10-14 2018-07-10 广州市香港科大霍英东研究院 A kind of road segment classification estimation method
US20160148507A1 (en) * 2014-11-20 2016-05-26 Blyncsy, Inc. Traffic system for monitoring, analyzing, and modulating traffic patterns
US10088322B2 (en) * 2014-12-16 2018-10-02 Ford Global Technologies, Llc Traffic control device detection
US9659491B2 (en) 2015-03-19 2017-05-23 Here Global B.V. Dynamic location referencing strands
GB2537102B (en) * 2015-03-25 2021-12-08 Fusion Proc Ltd System for notifying road users of traffic conditions
US9576481B2 (en) * 2015-04-30 2017-02-21 Here Global B.V. Method and system for intelligent traffic jam detection
WO2016178197A1 (en) 2015-05-07 2016-11-10 Vectorious Medical Technologies Ltd Deploying and fixating an implant across an organ wall
US20160334221A1 (en) * 2015-05-11 2016-11-17 United Parcel Service Of America, Inc. Determining street segment headings
CN105196805B (en) * 2015-05-16 2017-03-08 广州国交润万交通信息有限公司 Car data shared system based on radio communication
JP2015215905A (en) * 2015-06-03 2015-12-03 株式会社ニコン Information management device, data analysis device, server, information management system and program
US10691958B1 (en) * 2015-07-30 2020-06-23 Ambarella International Lp Per-lane traffic data collection and/or navigation
US10692126B2 (en) 2015-11-17 2020-06-23 Nio Usa, Inc. Network-based system for selling and servicing cars
EP3398237B1 (en) 2015-12-30 2020-12-02 Vectorious Medical Technologies Ltd. Power-efficient pressure-sensor implant
JP6707644B2 (en) * 2015-12-31 2020-06-10 ローベルト ボツシユ ゲゼルシヤフト ミツト ベシユレンクテル ハフツングRobert Bosch Gmbh Intelligent distributed vision traffic marker and method thereof
US10672266B2 (en) * 2016-01-05 2020-06-02 TollSense, LLC Systems and methods for monitoring roadways using magnetic signatures
US9934682B2 (en) * 2016-01-05 2018-04-03 TollSense, LLC Systems and methods for monitoring roadways using magnetic signatures
US9799218B1 (en) * 2016-05-09 2017-10-24 Robert Gordon Prediction for lane guidance assist
DE102016006687B4 (en) * 2016-05-31 2019-05-29 Audi Ag Assistance system and method for transmitting data relating to an accident or breakdown of a vehicle
US20180012196A1 (en) 2016-07-07 2018-01-11 NextEv USA, Inc. Vehicle maintenance manager
US9928734B2 (en) 2016-08-02 2018-03-27 Nio Usa, Inc. Vehicle-to-pedestrian communication systems
US11017663B2 (en) * 2016-10-03 2021-05-25 Murata Manufacturing Co., Ltd. Ultra-low-power traffic-monitoring system
US10223911B2 (en) 2016-10-31 2019-03-05 Echelon Corporation Video data and GIS mapping for traffic monitoring, event detection and change prediction
US10031523B2 (en) 2016-11-07 2018-07-24 Nio Usa, Inc. Method and system for behavioral sharing in autonomous vehicles
US10694357B2 (en) 2016-11-11 2020-06-23 Nio Usa, Inc. Using vehicle sensor data to monitor pedestrian health
US10410064B2 (en) 2016-11-11 2019-09-10 Nio Usa, Inc. System for tracking and identifying vehicles and pedestrians
US10708547B2 (en) 2016-11-11 2020-07-07 Nio Usa, Inc. Using vehicle sensor data to monitor environmental and geologic conditions
US10699305B2 (en) 2016-11-21 2020-06-30 Nio Usa, Inc. Smart refill assistant for electric vehicles
US10249104B2 (en) 2016-12-06 2019-04-02 Nio Usa, Inc. Lease observation and event recording
US20180195864A1 (en) * 2017-01-12 2018-07-12 Conduent Business Services, LLC. Use of gps signals from multiple vehicles for robust vehicle tracking
US10074223B2 (en) 2017-01-13 2018-09-11 Nio Usa, Inc. Secured vehicle for user use only
US9984572B1 (en) 2017-01-16 2018-05-29 Nio Usa, Inc. Method and system for sharing parking space availability among autonomous vehicles
US10471829B2 (en) 2017-01-16 2019-11-12 Nio Usa, Inc. Self-destruct zone and autonomous vehicle navigation
US10031521B1 (en) 2017-01-16 2018-07-24 Nio Usa, Inc. Method and system for using weather information in operation of autonomous vehicles
US10286915B2 (en) 2017-01-17 2019-05-14 Nio Usa, Inc. Machine learning for personalized driving
US10464530B2 (en) 2017-01-17 2019-11-05 Nio Usa, Inc. Voice biometric pre-purchase enrollment for autonomous vehicles
US10438071B2 (en) 2017-01-25 2019-10-08 Echelon Corporation Distributed system for mining, correlating, and analyzing locally obtained traffic data including video
US10897469B2 (en) 2017-02-02 2021-01-19 Nio Usa, Inc. System and method for firewalls between vehicle networks
US10234302B2 (en) 2017-06-27 2019-03-19 Nio Usa, Inc. Adaptive route and motion planning based on learned external and internal vehicle environment
US10710633B2 (en) 2017-07-14 2020-07-14 Nio Usa, Inc. Control of complex parking maneuvers and autonomous fuel replenishment of driverless vehicles
US10369974B2 (en) 2017-07-14 2019-08-06 Nio Usa, Inc. Control and coordination of driverless fuel replenishment for autonomous vehicles
DE102017212644A1 (en) * 2017-07-24 2019-01-24 Siemens Aktiengesellschaft Sensor system and method for determining at least one traffic situation
US10837790B2 (en) 2017-08-01 2020-11-17 Nio Usa, Inc. Productive and accident-free driving modes for a vehicle
US10635109B2 (en) 2017-10-17 2020-04-28 Nio Usa, Inc. Vehicle path-planner monitor and controller
US10606274B2 (en) 2017-10-30 2020-03-31 Nio Usa, Inc. Visual place recognition based self-localization for autonomous vehicles
US10935978B2 (en) 2017-10-30 2021-03-02 Nio Usa, Inc. Vehicle self-localization using particle filters and visual odometry
US10717412B2 (en) 2017-11-13 2020-07-21 Nio Usa, Inc. System and method for controlling a vehicle using secondary access methods
DE102018200458A1 (en) * 2018-01-12 2019-07-18 Audi Ag Deriving secondary information from a digital navigation map
JP7147178B2 (en) * 2018-02-27 2022-10-05 トヨタ自動車株式会社 ACTION SUPPORT DEVICE, ACTION SUPPORT METHOD, AND PROGRAM
US10818166B2 (en) 2018-03-09 2020-10-27 Allstate Solutions Private Limited Vehicle audible signal processing systems
US10369966B1 (en) 2018-05-23 2019-08-06 Nio Usa, Inc. Controlling access to a vehicle using wireless access devices
CN110874927A (en) * 2018-08-31 2020-03-10 百度在线网络技术(北京)有限公司 Intelligent road side unit
CN110874926A (en) * 2018-08-31 2020-03-10 百度在线网络技术(北京)有限公司 Intelligent road side unit
US11004334B2 (en) * 2018-10-09 2021-05-11 Here Global B.V. Method, apparatus, and system for automatic verification of road closure reports
FR3095175B1 (en) * 2019-04-18 2021-05-07 Transdev Group Vehicle driving assistance method, associated computer program and system
CN109920251B (en) * 2019-04-23 2021-12-28 公安部交通管理科学研究所 Urban road intersection traffic organization reasonability diagnosis and analysis method and system
CN110689719B (en) * 2019-05-31 2021-01-19 北京嘀嘀无限科技发展有限公司 System and method for identifying closed road sections
DE102019210933A1 (en) * 2019-07-24 2021-01-28 Zf Friedrichshafen Ag Environmental detection device and system for automated mobility
GB2586485A (en) * 2019-08-21 2021-02-24 Continental Automotive Gmbh Lane information system and method
WO2021036243A1 (en) * 2019-08-28 2021-03-04 华为技术有限公司 Method and apparatus for recognizing lane, and computing device
CN112116813B (en) * 2020-11-20 2021-04-30 深圳市城市交通规划设计研究中心股份有限公司 State recognition model establishing method, road traffic state recognition method and road traffic state recognition device
US11956693B2 (en) * 2020-12-03 2024-04-09 Mitsubishi Electric Corporation Apparatus and method for providing location
CN115938126B (en) * 2023-01-06 2023-05-26 南京慧尔视智能科技有限公司 Radar-based overflow detection method, device, equipment and storage medium

Citations (97)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US2980887A (en) * 1957-05-22 1961-04-18 Robert P Strakos Automatic traffic control
US3056121A (en) * 1959-05-19 1962-09-25 Gen Railway Signal Co Control panel for railway traffic controlling systems
US3056106A (en) * 1958-07-14 1962-09-25 Gamewell Co Infrared detectors
US3199074A (en) * 1962-06-08 1965-08-03 Gen Precision Inc Automobile traffic flow analyzer
US3237154A (en) * 1959-02-05 1966-02-22 Lab For Electronics Inc Traffic monitoring and control system
US3275984A (en) * 1965-05-27 1966-09-27 Lab For Electronics Inc Traffic monitoring and control system
US3322940A (en) * 1963-01-07 1967-05-30 Lab For Electronics Inc Centralized digital traffic counting system for recording and control
US3345503A (en) * 1963-08-29 1967-10-03 Gen Signal Corp Traffic parameter computer which measures the ratio of traffic volume measured at different locations
US3506808A (en) * 1967-03-24 1970-04-14 Bliss Co Volume-occupancy control of traffic flow
US3516056A (en) * 1966-11-10 1970-06-02 Lear Siegler Inc Traffic control system
US3710081A (en) * 1971-06-14 1973-01-09 Tamar Electronics Ind System for computing the average of successive traffic measurements
US3711686A (en) * 1971-06-08 1973-01-16 Tamar Electronics Ind Traffic volume computer
US3872422A (en) * 1972-06-15 1975-03-18 Siemens Ag Street traffic signalling system
US3885227A (en) * 1972-04-20 1975-05-20 Siemens Ag Street traffic signalling system
US3899671A (en) * 1974-02-27 1975-08-12 Harris A Stover Communication systems
US3906438A (en) * 1972-02-17 1975-09-16 Siemens Ag System for monitoring traffic conditions in connection with the control thereof
US3916374A (en) * 1973-09-27 1975-10-28 Siemens Ag Traffic signaling system
US4014503A (en) * 1974-05-17 1977-03-29 Siemens Aktiengesellschaft Method and apparatus for control of central spacing of track-operated vehicles
US4023017A (en) * 1974-05-28 1977-05-10 Autostrade, S.P.A. Electronic traffic control system
US4087067A (en) * 1976-06-28 1978-05-02 Siemens Aktiengesellschaft Train protection and control system
US4087066A (en) * 1976-06-28 1978-05-02 Siemens Aktiengesellschaft Train protection and control system
US4290136A (en) * 1978-08-01 1981-09-15 Siemens Aktiengesellschaft Circuit arrangement for monitoring the state of signal systems, particularly traffic light signal systems
US4296400A (en) * 1978-11-28 1981-10-20 Siemens Aktiengesellschaft Installation for control of a traffic light system by vehicles having an automatic location determination
US4323970A (en) * 1979-06-22 1982-04-06 Siemens Aktiengesellschaft Method and circuit arrangement for generating setting signals for signal generators of a traffic signal system, particularly a street traffic signal system
US4350970A (en) * 1979-11-13 1982-09-21 Siemens Aktiengesellschaft Method for traffic determination in a routing and information system for individual motor vehicle traffic
US4352086A (en) * 1979-06-06 1982-09-28 Siemens Aktiengesellschaft Method and a circuit arrangement for modifying control information in a traffic signal system, particularly a street traffic signal system
US4369427A (en) * 1979-07-20 1983-01-18 Siemens Aktiengesellschaft Method and circuit arrangement for determining the entry and/or exit of a vehicle, in particular a traffic vehicle, into and out of a predetermined monitoring zone
US4380821A (en) * 1979-07-27 1983-04-19 Licentia Patent-Verwaltungs-G.M.B.H. Traffic broadcasting system
US4398171A (en) * 1980-02-26 1983-08-09 Dahan Pierre Louis Video system for plotting and transmitting video traffic information
US4409583A (en) * 1981-02-23 1983-10-11 Dahan Pierre Louis Video system for assisting automobile traffic employing a segmented LCD display
US4729907A (en) * 1987-02-24 1988-03-08 Rca Corporation Method of making a viewing screen structure for a cathode-ray tube
US4748681A (en) * 1985-05-04 1988-05-31 U.S. Philips Corporation Integrated-services radio transmission system
US4760531A (en) * 1985-05-16 1988-07-26 Nippondenso Co., Ltd. Map display system
US4780717A (en) * 1983-03-25 1988-10-25 Nippondenso Co., Ltd. Electronic map display system for use on vehicle
US4812980A (en) * 1985-05-16 1989-03-14 Nippondenso Co., Ltd. Map display system
US4812843A (en) * 1987-05-04 1989-03-14 Champion Iii C Paul Telephone accessible information system
US4819174A (en) * 1986-06-09 1989-04-04 Mitsubishi Denki Kabushiki Kaisha Road navigation system
US4819175A (en) * 1986-09-25 1989-04-04 Siemens Aktiengesellschaft Navigation equipment for a moving vehicle
US4985705A (en) * 1988-03-26 1991-01-15 Telefunken Systemtechnik Gmbh Method and apparatus for compiling and evaluating local traffic data
US5020143A (en) * 1988-03-25 1991-05-28 Robert Bosch Gmbh Vehicular radio receiver with stored detour data
US5177685A (en) * 1990-08-09 1993-01-05 Massachusetts Institute Of Technology Automobile navigation system using real time spoken driving instructions
US5182555A (en) * 1990-07-26 1993-01-26 Farradyne Systems, Inc. Cell messaging process for an in-vehicle traffic congestion information system
US5206641A (en) * 1990-11-05 1993-04-27 Way To Go Corporation Portable traffic congestion radio
US5212643A (en) * 1991-01-17 1993-05-18 Mitsubishi Denki Kabushiki Kaisha Vehicle-mounted navigation apparatus
US5243528A (en) * 1990-09-12 1993-09-07 Motorola, Inc. Land vehicle navigation apparatus with visual display
US5257023A (en) * 1991-03-28 1993-10-26 Nissan Motor Co., Ltd. Onboard road map display systems
US5289183A (en) * 1992-06-19 1994-02-22 At/Comm Incorporated Traffic monitoring and management method and apparatus
US5293163A (en) * 1990-06-06 1994-03-08 Mazda Motor Corporation Navigation apparatus for vehicles
US5293183A (en) * 1991-12-20 1994-03-08 Goldstar Co., Ltd. Heat blowing equipment of thermal print head for color video printer
US5313200A (en) * 1991-03-28 1994-05-17 Nissan Motor Co., Ltd. Road traffic congestion display system
US5317311A (en) * 1988-11-14 1994-05-31 Martell David K Traffic congestion monitoring system
US5402117A (en) * 1991-05-27 1995-03-28 U.S. Philips Corporation Method of collecting traffic information, and system for performing the method
US5406490A (en) * 1990-03-16 1995-04-11 Robert Bosch Gmbh Navigation system responsive to traffic bulletins
US5428545A (en) * 1993-01-11 1995-06-27 Mitsubishi Denki Kabushiki Kaisha Vehicle guiding system responsive to estimated congestion
US5497148A (en) * 1994-08-30 1996-03-05 Cobra Electronics Corporation Traffic information warning system
US5539645A (en) * 1993-11-19 1996-07-23 Philips Electronics North America Corporation Traffic monitoring system with reduced communications requirements
US5548822A (en) * 1993-06-15 1996-08-20 Aisin Seiki Kabushiki Kaisha Mobile station monitoring system
US5594432A (en) * 1994-08-30 1997-01-14 Cobra Electronics Corp. Traffic information warning system
US5648904A (en) * 1994-04-25 1997-07-15 Sony Corporation Vehicle traffic system and method
US5673039A (en) * 1992-04-13 1997-09-30 Pietzsch Ag Method of monitoring vehicular traffic and of providing information to drivers and system for carring out the method
US5748109A (en) * 1993-12-27 1998-05-05 Nissan Motor Co., Ltd. Apparatus and method for navigating vehicle to destination using display unit
US5774827A (en) * 1996-04-03 1998-06-30 Motorola Inc. Commuter route selection system
US5812069A (en) * 1995-07-07 1998-09-22 Mannesmann Aktiengesellschaft Method and system for forecasting traffic flows
US5862244A (en) * 1995-07-13 1999-01-19 Motorola, Inc. Satellite traffic reporting system and methods
US5889477A (en) * 1996-03-25 1999-03-30 Mannesmann Aktiengesellschaft Process and system for ascertaining traffic conditions using stationary data collection devices
US5892463A (en) * 1996-09-05 1999-04-06 Mitsubishi Denki Kabushiki Kaisha Mobile navigation system
US5908464A (en) * 1996-10-25 1999-06-01 Mitsubishi Denki Kabushiki Kaisha Traffic information display device method of displaying traffic information and medium on which display control program for use in traffic information display device is recorded
US5911773A (en) * 1995-07-24 1999-06-15 Aisin Aw Co., Ltd. Navigation system for vehicles
US5926113A (en) * 1995-05-05 1999-07-20 L & H Company, Inc. Automatic determination of traffic signal preemption using differential GPS
US5931888A (en) * 1994-09-22 1999-08-03 Aisin Aw Co., Ltd. Navigation system for vehicles with alternative route searching capabilities
US5959577A (en) * 1997-08-28 1999-09-28 Vectorlink, Inc. Method and structure for distribution of travel information using network
US6101443A (en) * 1997-04-08 2000-08-08 Aisin Aw Co., Ltd. Route search and navigation apparatus and storage medium storing computer programs for navigation processing with travel difficulty by-pass
US6107940A (en) * 1997-09-18 2000-08-22 Robert Bosch Gmbh Method for transmitting traffic informations for a driver or a vehicle including maximum speed information
US6121900A (en) * 1997-08-11 2000-09-19 Alpine Electronics, Inc. Method of displaying maps for a car navigation unit
US6188778B1 (en) * 1997-01-09 2001-02-13 Sumitomo Electric Industries, Ltd. Traffic congestion measuring method and apparatus and image processing method and apparatus
US6236933B1 (en) * 1998-11-23 2001-05-22 Infomove.Com, Inc. Instantaneous traffic monitoring system
US6256577B1 (en) * 1999-09-17 2001-07-03 Intel Corporation Using predictive traffic modeling
US6282486B1 (en) * 2000-04-03 2001-08-28 International Business Machines Corporation Distributed system and method for detecting traffic patterns
US6334267B1 (en) * 1999-05-05 2002-01-01 American Dryer Corporation Apparatus for confirming initial conditions of clothes drying equipment prior to start of drying cycle
US6353795B1 (en) * 2000-02-01 2002-03-05 Infospace, Inc. Method and system for matching an incident to a route
US6401027B1 (en) * 1999-03-19 2002-06-04 Wenking Corp. Remote road traffic data collection and intelligent vehicle highway system
US6466862B1 (en) * 1999-04-19 2002-10-15 Bruce DeKock System for providing traffic information
US6473693B1 (en) * 1998-06-12 2002-10-29 Mitsubishi Denki Kabushiki Kaisha Navigation device for displaying an approaching intersection
US20020158922A1 (en) * 2001-04-05 2002-10-31 Clark Richard L. Portable real-time traffic information device and method
US6516267B1 (en) * 1997-10-16 2003-02-04 Navigation Technologies Corporation System and method for updating, enhancing or refining a geographic database using feedback
US6580674B1 (en) * 1999-08-26 2003-06-17 Asahi Glass Company, Limited Phase shifter and optical head device mounted with the same
US6594576B2 (en) * 2001-07-03 2003-07-15 At Road, Inc. Using location data to determine traffic information
US20030171870A1 (en) * 2002-03-05 2003-09-11 Triangle Software Llc Personalized traveler information dissemination system
US20040083037A1 (en) * 2000-10-16 2004-04-29 Kenichiro Yamane Automobile car control method and traffic control system
US20040104842A1 (en) * 1997-08-19 2004-06-03 Siemens Vdo Automotive Corporation, A Delaware Corporation Driver information system
US6785806B1 (en) * 1999-12-30 2004-08-31 Intel Corporation Bios having macro/effector pairs for hardware initialization
US6845316B2 (en) * 2002-10-14 2005-01-18 Mytrafficnews.Com, Inc. Distribution of traffic and transit information
US20050052462A1 (en) * 2000-03-17 2005-03-10 Kiyomi Sakamoto Map display device and navigation device
US20050099321A1 (en) * 2003-11-07 2005-05-12 Pegasus Consulting Corp. Decentralized vehicular traffic status system
US20050099322A1 (en) * 2003-11-07 2005-05-12 The Boeing Company Method and system of utilizing satellites to transmit traffic congestion information to vehicles
US6911918B2 (en) * 2002-12-19 2005-06-28 Shawfu Chen Traffic flow and route selection display system for routing vehicles
US20060178918A1 (en) * 1999-11-22 2006-08-10 Accenture Llp Technology sharing during demand and supply planning in a network-based supply chain environment

Family Cites Families (132)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3126191A (en) * 1964-03-24 holden
US600535A (en) * 1898-03-15 William c
US1995656A (en) * 1934-01-11 1935-03-26 George H Stout Adjustable bracket
US2371451A (en) * 1944-10-04 1945-03-13 Warren H Larson Universal indicator clamp
US2665381A (en) * 1947-10-16 1954-01-05 Smith Slotted cylindrical antenna
US2672372A (en) * 1952-01-15 1954-03-16 Pittsburgh Cons Coal Company Transportation of solids
US2877427A (en) * 1955-10-11 1959-03-10 Sanders Associates Inc Parallel transmission line circuit
US3374359A (en) * 1963-10-25 1968-03-19 Gen Time Corp Phase shift device
JPS462835Y1 (en) * 1968-02-19 1971-02-01
US3563335A (en) * 1969-03-17 1971-02-16 Sanders Associates Inc Tuned mechanical stabilizer
US3558994A (en) * 1969-04-03 1971-01-26 Gen Instrument Corp Electrical component supporting structure with improved mounting and electrical connector means
US3644818A (en) * 1971-03-10 1972-02-22 Gte Sylvania Inc Electronic flashlamp power supply
US3798651A (en) * 1972-08-23 1974-03-19 R Lehman Antenna mounting fixture
US4012744A (en) * 1975-10-20 1977-03-15 Itek Corporation Helix-loaded spiral antenna
US4013969A (en) * 1976-03-18 1977-03-22 Rockwell International Corporation Programmable digital phase control apparatus
US4138711A (en) * 1977-09-29 1979-02-06 Allen-Bradley Company Static control device for printed circuit package
JPS54138480A (en) * 1978-04-20 1979-10-26 Toshiba Corp Temperature detector
US4247939A (en) * 1978-11-09 1981-01-27 Sanders Associates, Inc. Spread spectrum detector
US4809005A (en) * 1982-03-01 1989-02-28 Western Atlas International, Inc. Multi-antenna gas receiver for seismic survey vessels
JPS60118712U (en) * 1984-01-20 1985-08-10 株式会社 津山金属製作所 Bicycle riding data display device
US4644787A (en) * 1984-06-01 1987-02-24 Airmar Technology Corporation Marine instrument
US4796191A (en) * 1984-06-07 1989-01-03 Etak, Inc. Vehicle navigational system and method
US4646015A (en) * 1984-11-28 1987-02-24 Etak, Inc. Flux gate sensor with improved sense winding gating
JPS61216098A (en) * 1985-03-20 1986-09-25 日産自動車株式会社 Course guidance unit for vehicle
US5189404A (en) * 1986-06-18 1993-02-23 Hitachi, Ltd. Display apparatus with rotatable display screen
JPH0621792B2 (en) * 1986-06-26 1994-03-23 日産自動車株式会社 Hybrid position measuring device
JPH0784115B2 (en) * 1987-03-31 1995-09-13 三菱電機株式会社 Semiconductor device card
JPS648733A (en) * 1987-06-30 1989-01-12 Mitsubishi Electric Corp Portable radio communication equipment
US4797916A (en) * 1987-11-13 1989-01-10 Uniden Corporation Of America Telephone handset cradle mounting
US4896337A (en) * 1988-04-08 1990-01-23 Ampex Corporation Adjustable frequency signal generator system with incremental control
JPH07117420B2 (en) * 1988-06-27 1995-12-18 パイオニア株式会社 Road data generation method in vehicle-mounted navigation device
USD314713S (en) * 1988-11-18 1991-02-19 Magellan Systems Corporation Navigation device
US4982314A (en) * 1988-12-09 1991-01-01 Nichia Kagaku Kogyo K.K. Power source circuit apparatus for electro-luminescence device
US5184830A (en) * 1989-01-10 1993-02-09 Nintendo Company Limited Compact hand-held video game system
US5087969A (en) * 1989-07-20 1992-02-11 Fujitsu Limited Unmanned vehicle control system with guide line detection
US5087919A (en) * 1989-09-05 1992-02-11 Pioneer Electronic Corporation On-board navigation apparatus
US4989813A (en) * 1989-11-29 1991-02-05 Samsung Electron Devices Co., Ltd. Supporting base for controlling height, swivel and inclination of display means
US5081431A (en) * 1990-01-26 1992-01-14 Nihon Dempa Kogyo Co., Ltd. Digital temperature-compensated oscillator
JPH087346B2 (en) * 1990-07-12 1996-01-29 インターナシヨナル・ビジネス・マシーンズ・コーポレーシヨン Liquid crystal display
US5185610A (en) * 1990-08-20 1993-02-09 Texas Instruments Incorporated GPS system and method for deriving pointing or attitude from a single GPS receiver
US5220507A (en) * 1990-11-08 1993-06-15 Motorola, Inc. Land vehicle multiple navigation route apparatus
US5845227A (en) 1991-02-01 1998-12-01 Peterson; Thomas D. Method and apparatus for providing shortest elapsed time route and tracking information to users
JP3235843B2 (en) * 1991-03-18 2001-12-04 パイオニア株式会社 Car navigation system
US5272638A (en) * 1991-05-31 1993-12-21 Texas Instruments Incorporated Systems and methods for planning the scheduling travel routes
US5184330A (en) * 1991-06-25 1993-02-02 Techsonic Industries, Inc. Multi-beam sonar fish detection apparatus providing real-time three-dimensional wire-frame display representation
GB9115350D0 (en) * 1991-07-16 1991-08-28 Navstar Ltd A radio receiver
US5379224A (en) * 1991-11-29 1995-01-03 Navsys Corporation GPS tracking system
JP3068301B2 (en) * 1992-01-08 2000-07-24 三菱電機株式会社 Connector support and fixing mechanism in IC card
JP2810818B2 (en) * 1992-01-27 1998-10-15 シャープ株式会社 Positioning display device
US5283589A (en) * 1992-02-05 1994-02-01 Richard Hirschmann Of America, Inc. Window mountable UHF mobile antenna system
US5379658A (en) * 1992-11-16 1995-01-10 Simmonds Precision Products, Inc. Intrusive acoustic sensor mounting arrangement
US5504482A (en) * 1993-06-11 1996-04-02 Rockwell International Corporation Automobile navigation guidance, control and safety system
US5389934A (en) * 1993-06-21 1995-02-14 The Business Edge Group, Inc. Portable locating system
US5386084A (en) * 1993-07-22 1995-01-31 Ii Morrow Inc. Electronic device enclosure
JP3385657B2 (en) * 1993-08-10 2003-03-10 トヨタ自動車株式会社 Car navigation system
US5386340A (en) * 1993-08-13 1995-01-31 Kurz; Arthur A. Enclosure for personal computer card GPT
US6418556B1 (en) * 1993-09-09 2002-07-09 United Video Properties, Inc. Electronic television program guide schedule system and method
US5493309A (en) * 1993-09-24 1996-02-20 Motorola, Inc. Collison avoidance communication system and method
US5392005A (en) * 1993-09-30 1995-02-21 At&T Corp. Field calibration of a digitally compensated crystal oscillator over a temperature range
DE4402614A1 (en) * 1994-01-28 1995-08-03 Deutsche Telekom Mobil Procedure for determining fees for the use of traffic routes by vehicles
US6680674B1 (en) * 1994-04-13 2004-01-20 Seiko Instruments Inc. Adaptive geographic mapping in vehicle information systems
US5606732A (en) * 1994-04-26 1997-02-25 Rockwell International Corporation Direct connect radio and antenna assembly
JP2833998B2 (en) * 1994-06-06 1998-12-09 日本電気精器株式会社 Wireless power supply for high frequency power
GB9417600D0 (en) * 1994-09-01 1994-10-19 British Telecomm Navigation information system
US5517683A (en) * 1995-01-18 1996-05-14 Cycomm Corporation Conformant compact portable cellular phone case system and connector
US5724243A (en) 1995-02-10 1998-03-03 Highwaymaster Communications, Inc. Method and apparatus for determining expected time of arrival
US5592401A (en) * 1995-02-28 1997-01-07 Virtual Technologies, Inc. Accurate, rapid, reliable position sensing using multiple sensing technologies
JP3470453B2 (en) * 1995-04-06 2003-11-25 株式会社デンソー Inter-vehicle distance control device
US5904727A (en) * 1995-05-17 1999-05-18 Mobile Information Systems, Inc. Graphical fleet management methods
US6370475B1 (en) * 1997-10-22 2002-04-09 Intelligent Technologies International Inc. Accident avoidance system
AU2898795A (en) * 1995-07-04 1997-02-05 Hiroyuki Minakami Traffic/transportation system
US5715163A (en) * 1995-08-22 1998-02-03 The Boeing Company Cursor controlled navigation system for aircraft
KR970002797A (en) * 1995-11-30 1997-01-28 모리 하루오 Navigation device
US5862511A (en) * 1995-12-28 1999-01-19 Magellan Dis, Inc. Vehicle navigation system and method
US6029072A (en) * 1996-01-25 2000-02-22 Oki Telecom, Inc. Portable telephone with terminal mode facility
JP3664792B2 (en) * 1996-01-26 2005-06-29 富士通株式会社 Portable radio
US5719824A (en) * 1996-05-07 1998-02-17 Airmar Technology Corp. Transducer assembly with acoustic damping
JP3435623B2 (en) * 1996-05-15 2003-08-11 株式会社日立製作所 Traffic flow monitoring device
US5907293A (en) * 1996-05-30 1999-05-25 Sun Microsystems, Inc. System for displaying the characteristics, position, velocity and acceleration of nearby vehicles on a moving-map
KR100296666B1 (en) * 1996-05-31 2001-08-07 하기와라 가즈토시 Navigation Apparatus
DE19626377A1 (en) * 1996-07-01 1998-01-08 Dunkel Otto Gmbh Contact device for the electrical connection of a printed circuit board to a liquid crystal display plate
JP3588922B2 (en) 1996-07-08 2004-11-17 トヨタ自動車株式会社 Vehicle travel guidance system
US6006161A (en) * 1996-08-02 1999-12-21 Aisin Aw Co., Ltd. Land vehicle navigation system with multi-screen mode selectivity
JPH1047982A (en) * 1996-08-06 1998-02-20 Sony Corp Instrument and method for measuring location, device and method for navigation, information service method, and automobile
AU131412S (en) * 1996-09-25 1997-09-23 Japan Radio Co Ltd Radar display unit
US6208932B1 (en) * 1996-09-30 2001-03-27 Mazda Motor Corporation Navigation apparatus
US5902350A (en) * 1996-10-30 1999-05-11 Visteon Technologies, Llc Generating a maneuver at the intersection through a turn lane
US5982298A (en) 1996-11-14 1999-11-09 Microsoft Corporation Interactive traffic display and trip planner
US5862509A (en) * 1996-12-20 1999-01-19 Zexel Corporation Vehicle navigation using timed turn and timed lane restrictions
US5936553A (en) * 1997-02-28 1999-08-10 Garmin Corporation Navigation device and method for displaying navigation information in a visual perspective view
JP3220408B2 (en) * 1997-03-31 2001-10-22 富士通テン株式会社 Route guidance device
US6091956A (en) * 1997-06-12 2000-07-18 Hollenberg; Dennis D. Situation information system
US6011510A (en) * 1997-06-17 2000-01-04 Motorola, Inc. GPS based search and rescue transceiver
JP3183501B2 (en) * 1997-07-07 2001-07-09 本田技研工業株式会社 Travel control device for vehicles
US6032219A (en) * 1997-08-01 2000-02-29 Garmin Corporation System and method for buffering data
US6275231B1 (en) * 1997-08-01 2001-08-14 American Calcar Inc. Centralized control and management system for automobiles
JPH1186182A (en) * 1997-09-01 1999-03-30 Honda Motor Co Ltd Automatic driving control system
JPH11144185A (en) * 1997-09-03 1999-05-28 Honda Motor Co Ltd Automatic drive control guidance system
US6067031A (en) * 1997-12-18 2000-05-23 Trimble Navigation Limited Dynamic monitoring of vehicle separation
USD404666S (en) * 1998-01-22 1999-01-26 Tektronix, Inc. Raised display bezel for a hand-held electronic measurement instrument
US6577334B1 (en) * 1998-02-18 2003-06-10 Kabushikikaisha Equos Research Vehicle control
US6012693A (en) * 1998-02-19 2000-01-11 Ergotron, Inc. Multi-function display mounting system
US6027257A (en) * 1998-03-26 2000-02-22 Basic Telepresence Inc Pan and tilt unit
US6192257B1 (en) * 1998-03-31 2001-02-20 Lucent Technologies Inc. Wireless communication terminal having video image capability
US6172641B1 (en) * 1998-04-09 2001-01-09 Magellan Dis, Inc. Navigation system with audible route guidance instructions
JP3495258B2 (en) * 1998-07-09 2004-02-09 三菱電機株式会社 Traffic information providing device
US6023245A (en) * 1998-08-10 2000-02-08 Andrew Corporation Multi-band, multiple purpose antenna particularly useful for operation in cellular and global positioning system modes
US6161092A (en) * 1998-09-29 2000-12-12 Etak, Inc. Presenting information using prestored speech
US6405126B1 (en) * 1998-10-22 2002-06-11 Trimble Navigation Limited Pre-programmed destinations for in-vehicle navigation
US6266442B1 (en) * 1998-10-23 2001-07-24 Facet Technology Corp. Method and apparatus for identifying objects depicted in a videostream
US6173933B1 (en) * 1998-12-09 2001-01-16 Garmin Corporation Multi-position articulating mounting apparatus for an electronic device
US6150961A (en) * 1998-11-24 2000-11-21 International Business Machines Corporation Automated traffic mapping
US6188956B1 (en) * 1998-12-30 2001-02-13 Garmin Corporation Navigation device and method for selectively displaying thoroughfare names
US6188955B1 (en) * 1998-12-30 2001-02-13 Garmin Corporation Method and apparatus for storing cartographic route data
US6208934B1 (en) * 1999-01-19 2001-03-27 Navigation Technologies Corp. Method and system for providing walking instructions with route guidance in a navigation program
US6182010B1 (en) * 1999-01-28 2001-01-30 International Business Machines Corporation Method and apparatus for displaying real-time visual information on an automobile pervasive computing client
US6182006B1 (en) * 1999-06-01 2001-01-30 Navigation Technologies Corporation Navigation system remote control unit with data caddy functionality
US6347280B1 (en) * 1999-08-23 2002-02-12 Aisin Aw Co., Ltd. Navigation system and a memory medium in which programs are stored
US6335905B1 (en) * 1999-12-17 2002-01-01 Garmin Corporation Method for elimination of passive noise interference in sonar
JP2002169914A (en) * 2000-11-30 2002-06-14 Toyota Motor Corp Apparatus and method for route guidance
US6973384B2 (en) * 2001-12-06 2005-12-06 Bellsouth Intellectual Property Corporation Automated location-intelligent traffic notification service systems and methods
US6687615B1 (en) * 2001-12-21 2004-02-03 Garmin Ltd. Navigation system, method and device with detour algorithm
US7221287B2 (en) * 2002-03-05 2007-05-22 Triangle Software Llc Three-dimensional traffic report
US20040243533A1 (en) * 2002-04-08 2004-12-02 Wsi Corporation Method for interactively creating real-time visualizations of traffic information
US6850844B1 (en) * 2002-06-28 2005-02-01 Garmin Ltd. Portable navigation device with integrated GPS and dead reckoning capabilities
US7676062B2 (en) * 2002-09-03 2010-03-09 Automotive Technologies International Inc. Image processing for vehicular applications applying image comparisons
ATE324364T1 (en) * 2002-12-10 2006-05-15 Sepracor Inc USE OF L-TARTRATE LEVALBUTEROL SALT IN THE PRODUCTION OF A METERED INHALER
US7119716B2 (en) * 2003-05-28 2006-10-10 Legalview Assets, Limited Response systems and methods for notification systems for modifying future notifications
US7610145B2 (en) * 2003-07-25 2009-10-27 Triangle Software Llc System and method for determining recommended departure time
SE0303122D0 (en) * 2003-11-20 2003-11-20 Volvo Technology Corp Method and system for communication and / or interaction between a vehicle driver and a plurality of applications
US8275522B1 (en) * 2007-06-29 2012-09-25 Concaten, Inc. Information delivery and maintenance system for dynamically generated and updated data pertaining to road maintenance vehicles and other related information
US8188887B2 (en) * 2009-02-13 2012-05-29 Inthinc Technology Solutions, Inc. System and method for alerting drivers to road conditions

Patent Citations (99)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US2980887A (en) * 1957-05-22 1961-04-18 Robert P Strakos Automatic traffic control
US3056106A (en) * 1958-07-14 1962-09-25 Gamewell Co Infrared detectors
US3237154A (en) * 1959-02-05 1966-02-22 Lab For Electronics Inc Traffic monitoring and control system
US3056121A (en) * 1959-05-19 1962-09-25 Gen Railway Signal Co Control panel for railway traffic controlling systems
US3199074A (en) * 1962-06-08 1965-08-03 Gen Precision Inc Automobile traffic flow analyzer
US3322940A (en) * 1963-01-07 1967-05-30 Lab For Electronics Inc Centralized digital traffic counting system for recording and control
US3345503A (en) * 1963-08-29 1967-10-03 Gen Signal Corp Traffic parameter computer which measures the ratio of traffic volume measured at different locations
US3275984A (en) * 1965-05-27 1966-09-27 Lab For Electronics Inc Traffic monitoring and control system
US3516056A (en) * 1966-11-10 1970-06-02 Lear Siegler Inc Traffic control system
US3506808A (en) * 1967-03-24 1970-04-14 Bliss Co Volume-occupancy control of traffic flow
US3711686A (en) * 1971-06-08 1973-01-16 Tamar Electronics Ind Traffic volume computer
US3710081A (en) * 1971-06-14 1973-01-09 Tamar Electronics Ind System for computing the average of successive traffic measurements
US3906438A (en) * 1972-02-17 1975-09-16 Siemens Ag System for monitoring traffic conditions in connection with the control thereof
US3885227A (en) * 1972-04-20 1975-05-20 Siemens Ag Street traffic signalling system
US3872422A (en) * 1972-06-15 1975-03-18 Siemens Ag Street traffic signalling system
US3916374A (en) * 1973-09-27 1975-10-28 Siemens Ag Traffic signaling system
US3899671A (en) * 1974-02-27 1975-08-12 Harris A Stover Communication systems
US4014503A (en) * 1974-05-17 1977-03-29 Siemens Aktiengesellschaft Method and apparatus for control of central spacing of track-operated vehicles
US4023017A (en) * 1974-05-28 1977-05-10 Autostrade, S.P.A. Electronic traffic control system
US4087067A (en) * 1976-06-28 1978-05-02 Siemens Aktiengesellschaft Train protection and control system
US4087066A (en) * 1976-06-28 1978-05-02 Siemens Aktiengesellschaft Train protection and control system
US4290136A (en) * 1978-08-01 1981-09-15 Siemens Aktiengesellschaft Circuit arrangement for monitoring the state of signal systems, particularly traffic light signal systems
US4296400A (en) * 1978-11-28 1981-10-20 Siemens Aktiengesellschaft Installation for control of a traffic light system by vehicles having an automatic location determination
US4352086A (en) * 1979-06-06 1982-09-28 Siemens Aktiengesellschaft Method and a circuit arrangement for modifying control information in a traffic signal system, particularly a street traffic signal system
US4323970A (en) * 1979-06-22 1982-04-06 Siemens Aktiengesellschaft Method and circuit arrangement for generating setting signals for signal generators of a traffic signal system, particularly a street traffic signal system
US4369427A (en) * 1979-07-20 1983-01-18 Siemens Aktiengesellschaft Method and circuit arrangement for determining the entry and/or exit of a vehicle, in particular a traffic vehicle, into and out of a predetermined monitoring zone
US4380821A (en) * 1979-07-27 1983-04-19 Licentia Patent-Verwaltungs-G.M.B.H. Traffic broadcasting system
US4350970A (en) * 1979-11-13 1982-09-21 Siemens Aktiengesellschaft Method for traffic determination in a routing and information system for individual motor vehicle traffic
US4398171A (en) * 1980-02-26 1983-08-09 Dahan Pierre Louis Video system for plotting and transmitting video traffic information
US4409583A (en) * 1981-02-23 1983-10-11 Dahan Pierre Louis Video system for assisting automobile traffic employing a segmented LCD display
US4780717A (en) * 1983-03-25 1988-10-25 Nippondenso Co., Ltd. Electronic map display system for use on vehicle
US4748681A (en) * 1985-05-04 1988-05-31 U.S. Philips Corporation Integrated-services radio transmission system
US4760531A (en) * 1985-05-16 1988-07-26 Nippondenso Co., Ltd. Map display system
US4812980A (en) * 1985-05-16 1989-03-14 Nippondenso Co., Ltd. Map display system
US4819174A (en) * 1986-06-09 1989-04-04 Mitsubishi Denki Kabushiki Kaisha Road navigation system
US4819175A (en) * 1986-09-25 1989-04-04 Siemens Aktiengesellschaft Navigation equipment for a moving vehicle
US4729907A (en) * 1987-02-24 1988-03-08 Rca Corporation Method of making a viewing screen structure for a cathode-ray tube
US4812843A (en) * 1987-05-04 1989-03-14 Champion Iii C Paul Telephone accessible information system
US5020143A (en) * 1988-03-25 1991-05-28 Robert Bosch Gmbh Vehicular radio receiver with stored detour data
US4985705A (en) * 1988-03-26 1991-01-15 Telefunken Systemtechnik Gmbh Method and apparatus for compiling and evaluating local traffic data
US5317311A (en) * 1988-11-14 1994-05-31 Martell David K Traffic congestion monitoring system
US5406490A (en) * 1990-03-16 1995-04-11 Robert Bosch Gmbh Navigation system responsive to traffic bulletins
US5293163A (en) * 1990-06-06 1994-03-08 Mazda Motor Corporation Navigation apparatus for vehicles
US5182555A (en) * 1990-07-26 1993-01-26 Farradyne Systems, Inc. Cell messaging process for an in-vehicle traffic congestion information system
US5177685A (en) * 1990-08-09 1993-01-05 Massachusetts Institute Of Technology Automobile navigation system using real time spoken driving instructions
US5243528A (en) * 1990-09-12 1993-09-07 Motorola, Inc. Land vehicle navigation apparatus with visual display
US5206641A (en) * 1990-11-05 1993-04-27 Way To Go Corporation Portable traffic congestion radio
US5212643A (en) * 1991-01-17 1993-05-18 Mitsubishi Denki Kabushiki Kaisha Vehicle-mounted navigation apparatus
US5313200A (en) * 1991-03-28 1994-05-17 Nissan Motor Co., Ltd. Road traffic congestion display system
US5257023A (en) * 1991-03-28 1993-10-26 Nissan Motor Co., Ltd. Onboard road map display systems
US5402117A (en) * 1991-05-27 1995-03-28 U.S. Philips Corporation Method of collecting traffic information, and system for performing the method
US5293183A (en) * 1991-12-20 1994-03-08 Goldstar Co., Ltd. Heat blowing equipment of thermal print head for color video printer
US5673039A (en) * 1992-04-13 1997-09-30 Pietzsch Ag Method of monitoring vehicular traffic and of providing information to drivers and system for carring out the method
US5289183A (en) * 1992-06-19 1994-02-22 At/Comm Incorporated Traffic monitoring and management method and apparatus
US5428545A (en) * 1993-01-11 1995-06-27 Mitsubishi Denki Kabushiki Kaisha Vehicle guiding system responsive to estimated congestion
US5548822A (en) * 1993-06-15 1996-08-20 Aisin Seiki Kabushiki Kaisha Mobile station monitoring system
US5539645A (en) * 1993-11-19 1996-07-23 Philips Electronics North America Corporation Traffic monitoring system with reduced communications requirements
US5748109A (en) * 1993-12-27 1998-05-05 Nissan Motor Co., Ltd. Apparatus and method for navigating vehicle to destination using display unit
US5648904A (en) * 1994-04-25 1997-07-15 Sony Corporation Vehicle traffic system and method
US5497148A (en) * 1994-08-30 1996-03-05 Cobra Electronics Corporation Traffic information warning system
US5594432A (en) * 1994-08-30 1997-01-14 Cobra Electronics Corp. Traffic information warning system
US5931888A (en) * 1994-09-22 1999-08-03 Aisin Aw Co., Ltd. Navigation system for vehicles with alternative route searching capabilities
US5926113A (en) * 1995-05-05 1999-07-20 L & H Company, Inc. Automatic determination of traffic signal preemption using differential GPS
US5812069A (en) * 1995-07-07 1998-09-22 Mannesmann Aktiengesellschaft Method and system for forecasting traffic flows
US5862244A (en) * 1995-07-13 1999-01-19 Motorola, Inc. Satellite traffic reporting system and methods
US5911773A (en) * 1995-07-24 1999-06-15 Aisin Aw Co., Ltd. Navigation system for vehicles
US5889477A (en) * 1996-03-25 1999-03-30 Mannesmann Aktiengesellschaft Process and system for ascertaining traffic conditions using stationary data collection devices
US5774827A (en) * 1996-04-03 1998-06-30 Motorola Inc. Commuter route selection system
US5892463A (en) * 1996-09-05 1999-04-06 Mitsubishi Denki Kabushiki Kaisha Mobile navigation system
US5908464A (en) * 1996-10-25 1999-06-01 Mitsubishi Denki Kabushiki Kaisha Traffic information display device method of displaying traffic information and medium on which display control program for use in traffic information display device is recorded
US6188778B1 (en) * 1997-01-09 2001-02-13 Sumitomo Electric Industries, Ltd. Traffic congestion measuring method and apparatus and image processing method and apparatus
US6101443A (en) * 1997-04-08 2000-08-08 Aisin Aw Co., Ltd. Route search and navigation apparatus and storage medium storing computer programs for navigation processing with travel difficulty by-pass
US6121900A (en) * 1997-08-11 2000-09-19 Alpine Electronics, Inc. Method of displaying maps for a car navigation unit
US20040104842A1 (en) * 1997-08-19 2004-06-03 Siemens Vdo Automotive Corporation, A Delaware Corporation Driver information system
US5959577A (en) * 1997-08-28 1999-09-28 Vectorlink, Inc. Method and structure for distribution of travel information using network
US6107940A (en) * 1997-09-18 2000-08-22 Robert Bosch Gmbh Method for transmitting traffic informations for a driver or a vehicle including maximum speed information
US6516267B1 (en) * 1997-10-16 2003-02-04 Navigation Technologies Corporation System and method for updating, enhancing or refining a geographic database using feedback
US6473693B1 (en) * 1998-06-12 2002-10-29 Mitsubishi Denki Kabushiki Kaisha Navigation device for displaying an approaching intersection
US6236933B1 (en) * 1998-11-23 2001-05-22 Infomove.Com, Inc. Instantaneous traffic monitoring system
US6401027B1 (en) * 1999-03-19 2002-06-04 Wenking Corp. Remote road traffic data collection and intelligent vehicle highway system
US6466862B1 (en) * 1999-04-19 2002-10-15 Bruce DeKock System for providing traffic information
US6574548B2 (en) * 1999-04-19 2003-06-03 Bruce W. DeKock System for providing traffic information
US6334267B1 (en) * 1999-05-05 2002-01-01 American Dryer Corporation Apparatus for confirming initial conditions of clothes drying equipment prior to start of drying cycle
US6580674B1 (en) * 1999-08-26 2003-06-17 Asahi Glass Company, Limited Phase shifter and optical head device mounted with the same
US6256577B1 (en) * 1999-09-17 2001-07-03 Intel Corporation Using predictive traffic modeling
US20060178918A1 (en) * 1999-11-22 2006-08-10 Accenture Llp Technology sharing during demand and supply planning in a network-based supply chain environment
US6785806B1 (en) * 1999-12-30 2004-08-31 Intel Corporation Bios having macro/effector pairs for hardware initialization
US6353795B1 (en) * 2000-02-01 2002-03-05 Infospace, Inc. Method and system for matching an incident to a route
US20050052462A1 (en) * 2000-03-17 2005-03-10 Kiyomi Sakamoto Map display device and navigation device
US6282486B1 (en) * 2000-04-03 2001-08-28 International Business Machines Corporation Distributed system and method for detecting traffic patterns
US20040083037A1 (en) * 2000-10-16 2004-04-29 Kenichiro Yamane Automobile car control method and traffic control system
US20020158922A1 (en) * 2001-04-05 2002-10-31 Clark Richard L. Portable real-time traffic information device and method
US6594576B2 (en) * 2001-07-03 2003-07-15 At Road, Inc. Using location data to determine traffic information
US6862524B1 (en) * 2001-07-03 2005-03-01 At Road, Inc. Using location data to determine traffic and route information
US20030171870A1 (en) * 2002-03-05 2003-09-11 Triangle Software Llc Personalized traveler information dissemination system
US6845316B2 (en) * 2002-10-14 2005-01-18 Mytrafficnews.Com, Inc. Distribution of traffic and transit information
US6911918B2 (en) * 2002-12-19 2005-06-28 Shawfu Chen Traffic flow and route selection display system for routing vehicles
US20050099321A1 (en) * 2003-11-07 2005-05-12 Pegasus Consulting Corp. Decentralized vehicular traffic status system
US20050099322A1 (en) * 2003-11-07 2005-05-12 The Boeing Company Method and system of utilizing satellites to transmit traffic congestion information to vehicles

Cited By (53)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110015853A1 (en) * 1999-04-19 2011-01-20 Dekock Bruce W System for providing traffic information
US20050267678A1 (en) * 2004-06-01 2005-12-01 Denso Corporation Traveled point display device and program
US9070287B2 (en) 2006-09-19 2015-06-30 Intuitive Control Systems, Llc Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations
US8755990B2 (en) * 2006-09-19 2014-06-17 Intuitive Control Systems, Llc Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations
US8417442B2 (en) * 2006-09-19 2013-04-09 Intuitive Control Systems, Llc Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations
US20080071467A1 (en) * 2006-09-19 2008-03-20 Johnson Christopher S Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations
US9721027B2 (en) 2006-09-19 2017-08-01 Intuitive Control Systems, Llc Collection, monitoring, analyzing and reporting decay rate of traffic speed data via vehicle sensor devices placed at multiple remote locations
US9411893B2 (en) 2006-09-19 2016-08-09 Intuitive Control Systems, Llc Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations to create traffic priority enforcement reports
US8872941B2 (en) 2006-11-07 2014-10-28 Sony Corporation Imaging apparatus and imaging method
US20080129839A1 (en) * 2006-11-07 2008-06-05 Sony Corporation Imaging apparatus and imaging method
EP1956600A1 (en) 2006-12-07 2008-08-13 Sony Corporation Image display system, display apparatus, and display method
US20100220037A1 (en) * 2006-12-07 2010-09-02 Sony Corporation Image display system, display apparatus, and display method
US8009219B2 (en) 2006-12-07 2011-08-30 Sony Corporation Image display system, display apparatus, and display method
US7876374B2 (en) 2006-12-07 2011-01-25 Sony Corporation Image display system, display apparatus, and display method
US20080259199A1 (en) * 2006-12-07 2008-10-23 Sony Corporation Image display system, display apparatus, and display method
EP3203474A1 (en) * 2006-12-07 2017-08-09 Sony Corporation Image display system, display apparatus and display method
US8687925B2 (en) 2007-04-10 2014-04-01 Sony Corporation Image storage processing apparatus, image search apparatus, image storage processing method, image search method and program
US20080253695A1 (en) * 2007-04-10 2008-10-16 Sony Corporation Image storage processing apparatus, image search apparatus, image storage processing method, image search method and program
US20080300776A1 (en) * 2007-06-01 2008-12-04 Petrisor Gregory C Traffic lane management system
US8797331B2 (en) 2007-08-06 2014-08-05 Sony Corporation Information processing apparatus, system, and method thereof
US10937221B2 (en) 2007-08-06 2021-03-02 Sony Corporation Information processing apparatus, system, and method for displaying bio-information or kinetic information
US10529114B2 (en) 2007-08-06 2020-01-07 Sony Corporation Information processing apparatus, system, and method for displaying bio-information or kinetic information
US10262449B2 (en) 2007-08-06 2019-04-16 Sony Corporation Information processing apparatus, system, and method for displaying bio-information or kinetic information
US9972116B2 (en) 2007-08-06 2018-05-15 Sony Corporation Information processing apparatus, system, and method for displaying bio-information or kinetic information
US9568998B2 (en) 2007-08-06 2017-02-14 Sony Corporation Information processing apparatus, system, and method for displaying bio-information or kinetic information
US20090040231A1 (en) * 2007-08-06 2009-02-12 Sony Corporation Information processing apparatus, system, and method thereof
US7761225B2 (en) 2007-08-15 2010-07-20 International Business Machines Corporation Routing method and system
US20170131111A1 (en) * 2008-09-22 2017-05-11 Ariel Inventions, Llc Traffic citation delivery based on type of traffic infraction
US20110032120A1 (en) * 2008-09-22 2011-02-10 Ariel Inventions, Llc Method and system for infraction detection based on vehicle traffic flow data
US8253591B2 (en) 2008-09-22 2012-08-28 Srr Patent Holdings, Llc Vehicle traffic flow data acquisition and distribution
US8344907B2 (en) 2008-09-22 2013-01-01 Srr Patent Holdings, Llc Vehicle traffic flow data acquisition and distribution
US8031084B2 (en) * 2008-09-22 2011-10-04 Ariel Inventions, Llc Method and system for infraction detection based on vehicle traffic flow data
US20100073195A1 (en) * 2008-09-22 2010-03-25 Lmr Inventions, Llc Vehicle traffic flow data acquisition and distribution
US8009062B2 (en) * 2008-09-22 2011-08-30 Rothschild Leigh M Vehicle traffic flow data acquisition and distribution
US20130076906A1 (en) * 2008-09-22 2013-03-28 Leigh M. Rothschild Traffic citation delivery based on type of traffic infraction
US10203217B2 (en) * 2008-09-22 2019-02-12 Ariel Inventions, Llc Traffic citation delivery based on type of traffic infraction
US9552724B2 (en) * 2008-09-22 2017-01-24 Leigh M. Rothschild Traffic citation delivery based on type of traffic infraction
US20100278379A1 (en) * 2009-05-01 2010-11-04 Lmr Inventions, Llc Location based image acquisition
US20110095904A1 (en) * 2009-10-22 2011-04-28 Electronics And Telecommunications Research Institute Method and system for providing safety guidance service
US8779936B2 (en) * 2009-10-22 2014-07-15 Electronics And Telecommunications Research Institute Method and system for providing safety guidance service
US20110109475A1 (en) * 2009-11-12 2011-05-12 Gm Global Technology Operations, Inc. Travel Lane Advisor
US9406229B2 (en) * 2009-11-12 2016-08-02 Gm Global Technology Operations, Llc Travel lane advisor
US20110173072A1 (en) * 2010-01-08 2011-07-14 David Ross Systems and methods for advertising on a mobile electronic device
US9420560B2 (en) 2011-04-13 2016-08-16 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US9306898B2 (en) 2011-04-13 2016-04-05 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US9706516B2 (en) 2011-04-13 2017-07-11 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US8751589B2 (en) 2011-04-13 2014-06-10 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US8542097B2 (en) 2011-04-13 2013-09-24 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US8799361B2 (en) 2011-04-13 2014-08-05 Jingle Technologies Llc Systems and methods for transmitting information, alerts, and/or comments to participants based on location information
US8942913B2 (en) * 2011-09-20 2015-01-27 Infosys Limited System and method for on-road traffic density analytics using video stream mining and statistical techniques
US20130073192A1 (en) * 2011-09-20 2013-03-21 Infosys Limited System and method for on-road traffic density analytics using video stream mining and statistical techniques
US9401961B2 (en) * 2014-03-05 2016-07-26 Siemens Industry, Inc. Cloud-enhanced traffic controller
US20150256624A1 (en) * 2014-03-05 2015-09-10 Siemens Industry, Inc. Cloud-enhanced traffic controller

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US20080010002A1 (en) 2008-01-10
US20110015853A1 (en) 2011-01-20
US6466862B1 (en) 2002-10-15
US20080045242A1 (en) 2008-02-21
US20020193938A1 (en) 2002-12-19
US20100253544A1 (en) 2010-10-07
US20080045197A1 (en) 2008-02-21
US6785606B2 (en) 2004-08-31
US20090287404A1 (en) 2009-11-19
US6574548B2 (en) 2003-06-03
US20150149070A1 (en) 2015-05-28
US20030225516A1 (en) 2003-12-04
US20060058941A1 (en) 2006-03-16
US20040267440A1 (en) 2004-12-30

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