US20060156185A1 - Error correction coding across multiple channels in content distribution systems - Google Patents
Error correction coding across multiple channels in content distribution systems Download PDFInfo
- Publication number
- US20060156185A1 US20060156185A1 US11/304,994 US30499405A US2006156185A1 US 20060156185 A1 US20060156185 A1 US 20060156185A1 US 30499405 A US30499405 A US 30499405A US 2006156185 A1 US2006156185 A1 US 2006156185A1
- Authority
- US
- United States
- Prior art keywords
- channel
- redundancy
- data
- error
- original
- 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
Links
Images
Classifications
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/29—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes combining two or more codes or code structures, e.g. product codes, generalised product codes, concatenated codes, inner and outer codes
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/29—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes combining two or more codes or code structures, e.g. product codes, generalised product codes, concatenated codes, inner and outer codes
- H03M13/2957—Turbo codes and decoding
- H03M13/2978—Particular arrangement of the component decoders
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0009—Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the channel coding
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0045—Arrangements at the receiver end
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0056—Systems characterized by the type of code used
- H04L1/0057—Block codes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0076—Distributed coding, e.g. network coding, involving channel coding
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/14—Channel dividing arrangements, i.e. in which a single bit stream is divided between several baseband channels and reassembled at the receiver
Definitions
- the present invention relates generally to error correction coding, and more particularly to a method and circuitry for error correction coding across multiple channels.
- Each RF channel may contain multiple content streams with each content stream typically delivered through a single RF channel.
- each RF channel requires its own analog tuner.
- an end user selects a content stream via a remote control or other device.
- an analog tuner is set to output only the RF channel containing the content stream of interest.
- a channel demodulator demodulates digital content from the tuner, and the content stream is then sent to an end user unit, which may a television, VCR, or computer.
- FIG. 1 is a block diagram of a traditional content distribution system 100 .
- the content distribution system 100 includes a content head end (CHE) 110 from which transmission originates, a medium 112 though which the transmission is sent, and customer premises equipment (CPE) 115 where the transmission is received. In a broadcast situation, more than one CPE 115 would be receiving the transmission.
- the CHE 110 includes n content stream blocks 118 which provide n streams of content to n corresponding RF channel blocks 120 .
- the RF channel blocks 120 perform transmit functions such as modulation and produce n RF channels.
- the n RF channels form a multi-channel RF signal that is transferred through the medium 112 .
- the content distribution system 100 can include more than one CPE block 115 , one CPE block 115 is expanded to show its major subsystems.
- the CPE 115 includes a tuner block 122 which receives one of the particular RF channels by selecting the RF channel and tuning to the RF frequency associated with that RF channel.
- the tuner block 122 provides the selected channel to a demodulation block 125 that demodulates the selected channel.
- the demodulation block 125 provides a demodulated channel signal to the end user 128 associated with the CPE 115 .
- a significant problem that plagues traditional content distribution systems is frequency-related interference.
- a myriad of possible sources may produce frequency-related interference, which can disrupt or completely preclude reception of particular RF channel(s). These sources can be internal to the system used to receive the desired signals. For example, these can be signal spectrum spurs generated by hardware within the system. These sources can also be external to the system and can thus change with the user's physical environment. Given the wide variety of possible sources of frequency-related interference in any real world environment, it may be extremely difficult to predict which RF channel will be disrupted and at what time the disruption will occur.
- in-channel error correction coding techniques to combat interference associated with transmission through the medium 112 .
- Such techniques carry out error encoding and decoding for each channel independently of other channels.
- in-channel encoding is performed in the RF channel blocks 120
- in-channel decoding is performed in the demodulation block 125 . Accordingly, encoding performed in one RF channel block 120 is not correlated to encoding performed in another RF channel block 120 .
- decoding performed in the demodulation block 125 when a particular RF channel is selected does not correlate with decoding performed when another RF channel is selected.
- any practical solution to frequency-related interference must address the difficult issue of backward compatibility with existing equipment.
- Many homes and businesses have already installed expensive equipment designed for traditional content distribution systems based on individual RF channels.
- Any new system that requires replacement or retooling of the immense quantity of such existing equipment currently in service is likely to waste resources and faces tremendous difficulty in being introduced into the market.
- the problem of frequency-related interference requires a solution that retains compatibility with equipment already in place based on the traditional structure of individual RF channels.
- Error correction coding across multiple channels is provided in multi-channel transmission systems. Specifically, redundancy is provided by selecting a portion of original data from each of a plurality of original channels, performing at least one encoding operation using the portions of original data to produce at least one portion of redundancy data, including the portion of redundancy data in at least one redundancy channel, and transmitting the redundancy channel along with the original channels. Error correction is achieved by receiving at least one redundancy channel and a plurality of original channels, selecting a portion of redundancy data from the redundancy channel, selecting a portion of original data from each of the original channels, and performing at least one decoding operation using the portion of redundancy data and the portions of original data to correct at least one error in the portions of original data.
- each portion of original data consists of a bit. In another embodiment, each portion of original data consists of a non-binary symbol.
- an adaptively controlled level of redundancy is used, the level of redundancy being adaptively controlled according to at least one measure of error-proneness associated with the original channels.
- FIG. 1 is a block diagram of a traditional content distribution system
- FIG. 2 is a block diagram of a content distribution system, with emphasis on details of a content head end in accordance with one embodiment of the present invention
- FIG. 3 illustrates cross-channel error correction encoding in accordance with one embodiment of the present invention
- FIG. 4 is a block diagram of a content distribution system, with emphasis on details of a new customer premises equipment (CPE) in accordance with one embodiment of the present invention
- FIG. 5 is a block diagram of a particular implementation of the multi-channel demodulation block, cross-channel error correction decoding block, and program selection block;
- FIG. 6 illustrates cross-channel error correction decoding in accordance with one embodiment of the present invention.
- FIG. 2 is a block diagram of a content distribution system 200 , with emphasis on details of a content head end (CHE) 210 in accordance with one embodiment of the present invention.
- the content distribution system 200 is capable of supporting n RF channels of transmission and includes CHE 210 from which transmission originates, a medium 212 though which the transmission is sent, and customer premises equipment (CPE) 215 and 218 where the transmission is received and provided to end users 230 .
- CPE customer premises equipment
- the content distribution system 200 supports x additional RF channel(s) which contain redundancy data produced by error correction coding performed across the original n channels.
- Each of the numbers n and x is a positive integer that can range from one to an arbitrary value, depending on implementation.
- CPE 215 is able to use the redundancy data in the x additional RF channel(s) to perform cross-channel error correction.
- each content stream described herein corresponds to an RF channel.
- the present invention is not limited to systems where a one-to-one correspondence exists between the content streams and the RF channels.
- the present invention is also applicable in situations where one RF channel carries one or more content stream, as well as in situations where multiple RF channels in combination can carry a single content stream.
- Content streams contain information that can be accessed or used by the end user(s).
- the CHE 210 includes n content stream blocks 220 which provide the original n streams of content to n corresponding RF channel blocks 222 .
- the CHE 210 includes x redundancy data blocks 225 , each providing redundancy data to a corresponding RF channel block 228 .
- the redundancy data is generated by cross-channel error correction encoding, which is discussed in more detail below.
- the RF channel blocks 228 performs transmit functions such as modulation.
- the RF channel blocks 222 and the RF channel blocks 228 may perform encoding functions associated with conventional in-channel error correction coding. As does the traditional content distribution system 100 , the content distribution system 200 likely employs some form of in-channel error correction coding. As discussed above, in-channel error correction coding involves encoding and decoding for each channel that is performed independently of other, channels. Here, in-channel encoding is performed in the RF channel blocks 222 . Accordingly, encoding performed in one RF channel block 222 or 228 is not correlated to encoding performed in another RF channel block 222 or 228 .
- the output of the RF channel blocks 222 are the RF channels 1 through n, which carry content.
- the output of the RF channel blocks 228 are the RF channels n+1 through n+x, which carry data for error correction across the original channels 1 through n.
- the RF channels 1 through n and the RF channels n+1 through n+x occupy different RF frequencies and are transferred through the medium 212 .
- the CHE 210 can broadcast signals that can be received by both new and old equipment, such as new CPE 215 and old CPE 218 , providing content to different end users 230 .
- new CPE 215 and old CPE 218 provide content to different end users 230 .
- the figure shows multiple CPE blocks, some being old CPE 215 , and some being new CPE 218 .
- the end users are designated 230 .
- New receive equipment such as CPE 215 , capable of processing cross-channel error correction, can receive the RF channels 1 through n as well as the RF channels n+1 through n+x transmitted by the cable head end 210 .
- the new receive equipment would be able to take advantage of the benefits of cross-channel error correction supported by the RF channels n+1 through n+x.
- Old receive equipment, such as CPE 218 need not be replaced and can continue to receive the RF channels 1 through n transmitted by the cable head end 210 .
- the CHE 210 can provide cross-channel error correction as a new feature without the need to replace all existing receive equipment that is already in service.
- FIG. 3 illustrates cross-channel error correction encoding in accordance with one embodiment of the present invention.
- This encoding process generates the redundancy data provided by the redundancy data blocks 225 .
- Each of the n original streams of content provided by the n content stream blocks 220 is represented as a data sequence 232 .
- Each data sequence 232 is made up of individual symbols 235 .
- Each symbol 235 can be a bit, which represents a binary alphabet, but the symbol 235 need not be limited to the binary alphabet. It can also be selected from an alphabet having more than two members.
- the symbol 235 can correspond to a byte of information, in which case the symbol 235 is selected from an alphabet having 28 , or 256 , members.
- each sequence 232 is physically embodied as a collection of bits, the symbol 235 can still be represented as being selected from an alphabet having more than two members.
- the sequence 232 may be physically stored in memory (not shown) as bits of information.
- every 8 bits of information may be translated into a byte-size symbol.
- the data sequences 232 are aligned.
- One symbol 238 is sampled from each data sequence 232 according to the alignment. That is, each symbol 238 is sampled at the same position, as defined by the alignment, from one of the data sequences 232 . Since each symbol 238 is sampled from a different one of n data sequence 232 , such sampling will produce n sampled symbols 238 .
- Cross-channel error correction encoding is performed on the n sampled symbols 238 to produce one or more error correction symbols 240 .
- This encoding can be the encoding technique associated with any one of a wide range of different error correction coding methods, such as a simple parity bit calculation, a block code such as Reed-Solomon coding, or others.
- a simple parity bit calculation for encoding is described below.
- each symbol is selected from a binary alphabet. That is, each symbol is a bit having a value of either “1” or “0.”
- the n sampled symbols 238 from the original data streams 1 through n are represented as B 1 , B 2 , . . . , B n .
- the process of sampling n symbols 238 from each of the original content streams and performing error correction encoding on the n symbols 238 according the above equation to generate one error correction symbol 240 is repeated.
- the newly generated error correction symbols 240 are concatenated to form a redundancy data sequence 242 , which corresponds to redundancy data provided by one of the redundancy data blocks 225 to an associated RF channel block 228 .
- the output of the RF channel block 228 is transmitted as an additional RF channel, along with RF channels 1 through n, through the medium 112 .
- cross-channel error correction encoding can be performed as the symbols of the n original channels are made available. Alternatively, error correction encoding can be performed all at once, if all of the symbols of an entire portion of transmission of the n original channels are available at one time. Depending on the implementation, different techniques can be used for carrying out cross-channel error correction encoding.
- Cross-channel error correction encoding can be performed using all of the channels in a particular system or only a portion of such channels.
- the n original channels shown in FIG. 3 may represent the complete set of channels in a system or only a subset of the channels in the system.
- the present invention needs not be limited to broadcast system.
- Cross-channel error correction in accordance with the present invention may be realized in any system using multiple channels for data transmission.
- the number of redundancy symbols produced for a given number of original channel symbols can vary depending on the error correction coding method used and the level of redundancy desired. Generally speaking, a greater the level of redundancy corresponds to more error correction capability and more redundancy symbols produced for a given number of original channel symbols.
- one error correction (redundancy) symbol 240 is produced for every n symbols 238 sampled from the original channels, generating one redundancy data sequence 242 and one corresponding redundancy channel, channel n+1.
- the number x has a value of 1.
- Other encoding techniques may produce x error correction symbol 240 from the n sampled symbols 238 , where x is a number greater than one. This generates x redundancy data sequences 242 and corresponding redundancy channels n+1 through n+x, as shown in FIG. 3 .
- the level of redundancy and the choice of error correction coding method used need not be fixed and in fact can be made to be adaptive to changing conditions.
- the error-proneness of the various RF channels may be observed and used as input to adjust the type of error detection correction method and the level of redundancy used in cross-channel error correction encoding.
- Such error-proneness can be measured using various indicators, such as signal-to-noise ratio (SNR), signal-to-interference ratio (SIR), bit error rate (BER), and the like.
- CPE Customer Premises Equipment
- FIG. 4 is a block diagram of the content distribution system 200 , with emphasis on details of a new customer premises equipment (CPE) 215 in accordance with one embodiment of the present invention.
- the CPE 215 receives the RF channels 1 through n and the RF redundancy channels n+1 through n+x originating from the CHE 210 and transmitted through the medium 212 .
- the CPE 215 includes a multi-channel demodulation block 245 , which performs demodulation of each of the RF channels, including the RF channels 1 through n and the RF redundancy channels n+1 through n+x.
- the multi-channel demodulation block 245 also carries out any in-channel error correction decoding that may need to be performed on each of the original channels 1 through n and the redundancy channels n+1 through n+x.
- the output of the multi-channel demodulation block 245 is in the form of processed data that has components corresponding to every channel, including the original channels 1 through n and the redundancy channels n+1 through n+x.
- the processed data is provided to a cross-channel error correction decoding block 248 . As indicated above, the processed data is in demodulated form and may have also been decoded according to any applicable in-channel error correction scheme.
- the multi-channel demodulation block 245 may also provide other information to the cross-channel error correction decoding block 248 .
- One important category of such information is error detection data.
- error detection refers to the detection of whether error(s) have occurred and/or the location of such error(s) within a portion of received data.
- the multi-channel demodulation block 245 may collect such information and provide it to the cross-channel error correction decoding block 248 .
- the multi-channel demodulation block 245 encounters an error-indicating condition in the demodulation of one of the RF channels 1 through n, the condition can be reported to the cross-channel error correction decoding block 248 .
- a condition may include the loss of lock of frequency, phase, or timing corresponding to a particular RF channel.
- Such a condition may also include the loss of lock in the in-channel error correction decoding process for a particular channel.
- different error-indicating conditions may be available.
- Identification of these error-indicating conditions can provide a wide range of error detection data, such as (1) occurrence of errors on a particular RF channel at particular moments in time, (2) the location of errors within a particular RF channel, (3) the loss of an entire RF channel such that all of the data in the RF channel is erroneous, and (4) others. Such information can be extremely useful to the functions of the cross-channel error correction decoding block 248 .
- FIG. 4 shows only one path connecting the multi-channel demodulation block 245 and the cross-channel error correction decoding block 248 , it should be understood that the transfer of data from block 245 to block 248 needs not be restricted to a single physical path.
- the processed data corresponding to the original channels 1 through n and the redundancy channel x may be transferred using a number of parallel paths.
- the processed data can be transferred serially along a single path.
- data other than the processed data such as error detection data, may be transferred using separate paths. Error detection data may alternatively be interleaved into the processed data and transferred together with the processed data. Error detection data may even be represented as a special operation performed on the processed data.
- the cross-channel error correction decoding block 248 receives the processed data and available information relevant to error detection data from the multi-channel demodulation block 245 . Using these inputs, the decoding block 248 performs cross-channel error correction decoding, which is described in more detail below, and outputs the resulting corrected data to a program selection block 250 .
- the program selection block 250 is controlled to select one or more of the multiple data streams present in the corrected data. The selected data stream(s) are then provided to the end user 230 .
- FIG. 5 is a block diagram of a particular implementation of the multi-channel demodulation block 245 , cross-channel error correction decoding block 248 , and the program selection block 250 .
- the multi-channel demodulation block 245 is configured as a set of separate demodulators 502 , for channels 1 through n+x.
- Each demodulator 502 provides a processed signal to the cross-channel error correction decoding block 248 , which produces the resulting corrected data containing multiple data streams.
- a program selector 504 provides a selection signal to the cross-channel error correction decoding block 248 .
- the selection signal indicates which one or more of the data streams are selected to be output.
- the cross-channel error correction decoding block 248 outputs the selected data streams, according to the selection signal.
- the cross-channel error correction decoding block 248 performs the functions of error detection, error correction, or both error detection and error correction.
- error detection generally refers to the detection of whether error(s) have occurred and/or the location of such error(s) within a portion of received data.
- Error correction generally refers to the removal or error(s) or the reconstruction of received data such that it becomes closer to its original state before error(s) occurred.
- the combination of error detection and/or error correction performed by the cross-channel error correction decoding block 248 can vary according to implementation.
- error correction coding methods can be used in cross-channel error correction, as already discussed. These include a simple parity bit calculation, a block code such as Reed-Solomon coding, or others.
- the cross-channel error correction decoding block 248 may perform its functions in different ways. In some coding methods, error detection and error correction are performed in a single step. In other coding methods, error detection and error correction are performed in separate steps. Also, in many coding methods, the performance of error detection and/or error correction can be improved if some error detection data is already known. For example, error detection data provided by the multi-channel demodulation block 245 can improve the performance of the cross-channel error correction decoding block 248 as it carries out error detection, error correction, or both error detection and error correction.
- FIG. 6 illustrates cross-channel error correction decoding in accordance with one embodiment of the present invention.
- This decoding process uses redundancy data provided by the redundancy channels n+l through n+x to perform error detection, error correction, or both error detection and error correction to recover data in the original channels 1 through n.
- the number x is a positive integer that can range from one to an arbitrary value, depending on implementation.
- the processed data provided by the multi-channel demodulation block 245 contains data corresponding to each of the original channels 1 through n as well as the redundancy channels n+1 through n+x. Data corresponding to each of the original channels 1 through n is represented as a data sequence 252 . Each data sequence 252 is made up of individual symbols 255 .
- Data corresponding to the redundancy channels n+1 through n+x is represented as data sequences 258 .
- Each data sequence 258 is made up of individual symbols 260 .
- the symbols 255 and 260 can be selected from a binary alphabet or a non-binary alphabet.
- the data sequences 252 and the data sequences 258 are aligned.
- One symbol 262 is sampled from each of the data sequences 252 according to this alignment.
- One symbol 265 is sampled from each of the data sequences 258 , also according to this alignment.
- each symbol 262 represents a symbol sampled from a different original channel
- each symbol 265 represents a symbol sampled from a different redundancy channel.
- the data sequence corresponding to the original channel 2 is missing. This can illustrate that the processed data corresponding to the original channel 2 is either unavailable or otherwise impaired. For instance, it may already be known that the original channel 2 is corrupted with errors, given information provided by the multi-channel demodulation block 245 regarding the detection of error-indicating conditions on channel 2 .
- FIG. 6 merely indicates that channel 2 happens to be the channel being restored at a particular point in such a systematic process.
- FIG. 6 shows that cross-channel error correction decoding is used to reconstruct data in the original channel 2 .
- the n ⁇ 1 symbols 262 from the available original channels (channels 1 through n, less channel 2 ) and the symbols 265 from the redundancy channels n+1 through n+x are used in the decoding process to produce a reconstructed symbol for the original channel 2 .
- this decoding can be the decoding technique associated with any one of a wide range of different error correction coding methods. For the purpose of illustration, only a simple parity bit calculation for decoding is discussed below, corresponding to the parity bit calculation for encoding already described. Consistent with that encoding technique, symbols are selected from a binary alphabet.
- each symbol is a bit having a value of either “1” or “0.”
- the n ⁇ 1 sampled symbols 262 from the different n ⁇ 1 available channels are represented as B 1 , B 3 , B 4 . . . , B n .
- the one sampled symbol 265 from the redundancy channel n+1 is represented as B r .
- the n ⁇ 1 sampled symbols 262 from the n ⁇ 1 available original channels and the sampled symbol 265 from the redundancy channel n+1 are used to reconstruct the a corresponding symbol for the missing original channel 2 .
- the process of sampling from each of the n ⁇ 1 available channels and the redundancy channel n+1 and performing error correction decoding to generate a reconstructed symbol for channel 2 is repeated. Each time the process is repeated, a new set of n ⁇ 1 symbols 262 and a new symbol 265 is sampled, and a symbol for channel 2 is reconstructed. The reconstructed symbols are concatenated to form an new data sequence that represents the reconstructed channel 2 . In this manner, error correction is performed such that channel 2 can be completely reconstructed from original channels 1 , 3 , 4 , . . . , n and the redundancy channel n+1.
- Cross-channel error correction may correct a wide variety of different types of error.
- FIG. 6 illustrates the continuous reconstruction of an entire channel
- cross-channel error correction is not limited to this type of error correction.
- error correction can be successively performed for different channels. That is, one error correction step may reconstruct a symbol for channel 2 , and the next error correction step may reconstruct a symbol for channel 7 .
- the present invent may be used to correct errors caused by frequency-related interference appearing at different frequencies at different times.
- Cross-channel error correction performed on different channels is well suited to unpredictable and sporadic interference common in real world environments.
- cross-channel error correction depends on the type of error correction coding method used.
- the bit parity calculation shown above as an illustrative example can reconstruct a single channel.
- Other error correction coding methods are capable of handling error on more than one channel. If such other methods are used, more than one missing channel can be reconstructed. Accordingly, it should be clear that FIG. 6 , which only shows one channel to be missing, is merely an illustrative example and is not intended to limit the scope of the present invention.
- the bit parity calculation shown above as an illustrative example also does not detect the existence or location of error(s).
- the technique is only capable of reconstructing a channel if it is know which channel needs to be reconstructed. Thus, the technique relies on information, such as the error-indicating conditions described previously, for identification of the channel on which error(s) exist.
- error correction coding methods are capable of detecting the existence and/or location of errors. Using such other methods, the existence and/or location of errors can first be detected, then the errors can be corrected. Nevertheless, such other error correction coding methods may still take advantage of the error-indicating conditions described previously. For example, a specific Reed-Solomon code may be able to detect the location of one error and also correct the error. Alternatively, the same Reed-Solomon code may be able to correct two errors, if the location of the errors are known. Thus, if an error-indicating condition (e.g. a loss of lock of frequency, phase, or timing associated with two RF channels) indicates the location of the errors (e.g.
- an error-indicating condition e.g. a loss of lock of frequency, phase, or timing associated with two RF channels
- the Reed-Solomon code would be able to correct both errors because it the location of each of the two errors is known. Without utilizing the error-indicating condition, the same Reed Solomon code would only be able to locate one error and correct that error.
- cross-channel error correction decoding can be performed as the symbols of the original channels are made available. Alternatively, such decoding can be performed all at once, if all of the symbols of an entire portion of transmission of the received original channels used in decoding are available at one time. Depending on the implementation, different techniques can be used for carrying out cross-channel error correction decoding.
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- Probability & Statistics with Applications (AREA)
- Theoretical Computer Science (AREA)
- Power Engineering (AREA)
- Quality & Reliability (AREA)
- Detection And Prevention Of Errors In Transmission (AREA)
- Error Detection And Correction (AREA)
Abstract
Description
- The present invention relates generally to error correction coding, and more particularly to a method and circuitry for error correction coding across multiple channels.
- Traditional digital cable, satellite, and terrestrial distribution systems provide content streams (e.g., audio, video, data) over a large number of RF channels. Each RF channel may contain multiple content streams with each content stream typically delivered through a single RF channel. In conventional content distribution systems, each RF channel requires its own analog tuner. At the customer premises end, an end user selects a content stream via a remote control or other device. To select a particular content stream, an analog tuner is set to output only the RF channel containing the content stream of interest. A channel demodulator demodulates digital content from the tuner, and the content stream is then sent to an end user unit, which may a television, VCR, or computer.
-
FIG. 1 is a block diagram of a traditionalcontent distribution system 100. Thecontent distribution system 100 includes a content head end (CHE) 110 from which transmission originates, amedium 112 though which the transmission is sent, and customer premises equipment (CPE) 115 where the transmission is received. In a broadcast situation, more than oneCPE 115 would be receiving the transmission. The CHE 110 includes ncontent stream blocks 118 which provide n streams of content to n correspondingRF channel blocks 120. The RF channel blocks 120 perform transmit functions such as modulation and produce n RF channels. The n RF channels form a multi-channel RF signal that is transferred through themedium 112. - Although the
content distribution system 100 can include more than oneCPE block 115, oneCPE block 115 is expanded to show its major subsystems. TheCPE 115 includes atuner block 122 which receives one of the particular RF channels by selecting the RF channel and tuning to the RF frequency associated with that RF channel. Thetuner block 122 provides the selected channel to ademodulation block 125 that demodulates the selected channel. Thedemodulation block 125 provides a demodulated channel signal to theend user 128 associated with theCPE 115. - A significant problem that plagues traditional content distribution systems is frequency-related interference. A myriad of possible sources may produce frequency-related interference, which can disrupt or completely preclude reception of particular RF channel(s). These sources can be internal to the system used to receive the desired signals. For example, these can be signal spectrum spurs generated by hardware within the system. These sources can also be external to the system and can thus change with the user's physical environment. Given the wide variety of possible sources of frequency-related interference in any real world environment, it may be extremely difficult to predict which RF channel will be disrupted and at what time the disruption will occur.
- However, traditional content distribution systems, such as
system 100, employ conventional in-channel error correction coding techniques to combat interference associated with transmission through themedium 112. Such techniques carry out error encoding and decoding for each channel independently of other channels. In the traditionalcontent distribution system 100, in-channel encoding is performed in theRF channel blocks 120, and in-channel decoding is performed in thedemodulation block 125. Accordingly, encoding performed in oneRF channel block 120 is not correlated to encoding performed in anotherRF channel block 120. Similarly, decoding performed in thedemodulation block 125 when a particular RF channel is selected does not correlate with decoding performed when another RF channel is selected. - Conventional in-channel error correction coding methods are only capable of correcting errors up to a certain level of signal degradation of the RF channel being received. If the conditions are so adverse that the RF channel is degraded beyond that level, the error correction method simply cannot recover the desired signal. This situation is played out when frequency-related interference precludes reception of a particular RF channel in a traditional content distribution system. All of the power of the interfering source is concentrated in one or more narrow bands of frequency. When a user decides to “tune in” to a particular RF channel that is sufficiently close to such a narrow frequency band of the interference, the concentrated power of the interfering source significantly impacts reception of the desired RF channel. The RF channel can easily be degraded beyond the correction ability of any reasonably designed in-channel error correction method implemented for the particular RF channel. Thus, the RF channel can be completely “knocked out.”
- To compound the problem, any practical solution to frequency-related interference must address the difficult issue of backward compatibility with existing equipment. Many homes and businesses have already installed expensive equipment designed for traditional content distribution systems based on individual RF channels. Any new system that requires replacement or retooling of the immense quantity of such existing equipment currently in service is likely to waste resources and faces tremendous difficulty in being introduced into the market. Thus, the problem of frequency-related interference requires a solution that retains compatibility with equipment already in place based on the traditional structure of individual RF channels.
- Error correction coding across multiple channels is provided in multi-channel transmission systems. Specifically, redundancy is provided by selecting a portion of original data from each of a plurality of original channels, performing at least one encoding operation using the portions of original data to produce at least one portion of redundancy data, including the portion of redundancy data in at least one redundancy channel, and transmitting the redundancy channel along with the original channels. Error correction is achieved by receiving at least one redundancy channel and a plurality of original channels, selecting a portion of redundancy data from the redundancy channel, selecting a portion of original data from each of the original channels, and performing at least one decoding operation using the portion of redundancy data and the portions of original data to correct at least one error in the portions of original data.
- The encoding and decoding operations can correspond to a parity bit calculation, a block code such as a Reed-Solomon code, or others. In one embodiment, each portion of original data consists of a bit. In another embodiment, each portion of original data consists of a non-binary symbol.
- In yet another embodiment, an adaptively controlled level of redundancy is used, the level of redundancy being adaptively controlled according to at least one measure of error-proneness associated with the original channels.
- The invention will be better understood by reference to the following description in connection with the accompanying drawings.
-
FIG. 1 is a block diagram of a traditional content distribution system; -
FIG. 2 is a block diagram of a content distribution system, with emphasis on details of a content head end in accordance with one embodiment of the present invention; -
FIG. 3 illustrates cross-channel error correction encoding in accordance with one embodiment of the present invention; -
FIG. 4 is a block diagram of a content distribution system, with emphasis on details of a new customer premises equipment (CPE) in accordance with one embodiment of the present invention; -
FIG. 5 is a block diagram of a particular implementation of the multi-channel demodulation block, cross-channel error correction decoding block, and program selection block; and -
FIG. 6 illustrates cross-channel error correction decoding in accordance with one embodiment of the present invention. - Overview
-
FIG. 2 is a block diagram of acontent distribution system 200, with emphasis on details of a content head end (CHE) 210 in accordance with one embodiment of the present invention. Like the traditionalcontent distribution system 100, thecontent distribution system 200 is capable of supporting n RF channels of transmission and includes CHE 210 from which transmission originates, amedium 212 though which the transmission is sent, and customer premises equipment (CPE) 215 and 218 where the transmission is received and provided toend users 230. However, unlike the traditionalcontent distribution system 100, thecontent distribution system 200 supports x additional RF channel(s) which contain redundancy data produced by error correction coding performed across the original n channels. Each of the numbers n and x is a positive integer that can range from one to an arbitrary value, depending on implementation.CPE 215 is able to use the redundancy data in the x additional RF channel(s) to perform cross-channel error correction. - For clarity of illustration, each content stream described herein corresponds to an RF channel. However, the present invention is not limited to systems where a one-to-one correspondence exists between the content streams and the RF channels. The present invention is also applicable in situations where one RF channel carries one or more content stream, as well as in situations where multiple RF channels in combination can carry a single content stream. Content streams contain information that can be accessed or used by the end user(s).
- Content Head End
- The
CHE 210 includes n content stream blocks 220 which provide the original n streams of content to n corresponding RF channel blocks 222. In addition, theCHE 210 includes x redundancy data blocks 225, each providing redundancy data to a correspondingRF channel block 228. The redundancy data is generated by cross-channel error correction encoding, which is discussed in more detail below. Like the RF channel blocks 222, the RF channel blocks 228 performs transmit functions such as modulation. - In addition to modulation, the RF channel blocks 222 and the RF channel blocks 228 may perform encoding functions associated with conventional in-channel error correction coding. As does the traditional
content distribution system 100, thecontent distribution system 200 likely employs some form of in-channel error correction coding. As discussed above, in-channel error correction coding involves encoding and decoding for each channel that is performed independently of other, channels. Here, in-channel encoding is performed in the RF channel blocks 222. Accordingly, encoding performed in oneRF channel block RF channel block - The output of the RF channel blocks 222 are the
RF channels 1 through n, which carry content. The output of the RF channel blocks 228 are the RF channels n+1 through n+x, which carry data for error correction across theoriginal channels 1 through n. TheRF channels 1 through n and the RF channels n+1 through n+x occupy different RF frequencies and are transferred through the medium 212. - By simply adding the RF channels n+1 through n+x to carry cross-channel error correction data and leaving unchanged the structure of the
original channels 1 through n, backward compatibility with existing equipment designed for traditional content distribution systems is achieved. TheCHE 210 can broadcast signals that can be received by both new and old equipment, such asnew CPE 215 andold CPE 218, providing content todifferent end users 230. To illustrate this, the figure shows multiple CPE blocks, some beingold CPE 215, and some beingnew CPE 218. The end users are designated 230. New receive equipment, such asCPE 215, capable of processing cross-channel error correction, can receive theRF channels 1 through n as well as the RF channels n+1 through n+x transmitted by thecable head end 210. The new receive equipment would be able to take advantage of the benefits of cross-channel error correction supported by the RF channels n+1 through n+x. Old receive equipment, such asCPE 218, need not be replaced and can continue to receive theRF channels 1 through n transmitted by thecable head end 210. - In other words, users who do not want or need the new feature of cross-channel error correction do not have to modify their existing equipment to continue to receive signals from the
CHE 210. Since the new RF channels n+1 through n+x are separate channels, such existing equipment can simply ignore the new RF channels n+1 through n+x. Thus, theCHE 210 can provide cross-channel error correction as a new feature without the need to replace all existing receive equipment that is already in service. - Cross-Channel Error Correction Encoding
-
FIG. 3 illustrates cross-channel error correction encoding in accordance with one embodiment of the present invention. This encoding process generates the redundancy data provided by the redundancy data blocks 225. Each of the n original streams of content provided by the n content stream blocks 220 is represented as adata sequence 232. Eachdata sequence 232 is made up ofindividual symbols 235. Eachsymbol 235 can be a bit, which represents a binary alphabet, but thesymbol 235 need not be limited to the binary alphabet. It can also be selected from an alphabet having more than two members. For example, thesymbol 235 can correspond to a byte of information, in which case thesymbol 235 is selected from an alphabet having 28, or 256, members. Furthermore, even if eachsequence 232 is physically embodied as a collection of bits, thesymbol 235 can still be represented as being selected from an alphabet having more than two members. For example, thesequence 232 may be physically stored in memory (not shown) as bits of information. However, for purposes of generating error correction data, every 8 bits of information may be translated into a byte-size symbol. - The
data sequences 232, each corresponding to one of theoriginal content streams 1 through n, are aligned. Onesymbol 238 is sampled from eachdata sequence 232 according to the alignment. That is, eachsymbol 238 is sampled at the same position, as defined by the alignment, from one of thedata sequences 232. Since eachsymbol 238 is sampled from a different one ofn data sequence 232, such sampling will produce n sampledsymbols 238. - Cross-channel error correction encoding is performed on the n sampled
symbols 238 to produce one or moreerror correction symbols 240. This encoding can be the encoding technique associated with any one of a wide range of different error correction coding methods, such as a simple parity bit calculation, a block code such as Reed-Solomon coding, or others. For purposes of illustration, a simple parity bit calculation for encoding is described below. In this example, each symbol is selected from a binary alphabet. That is, each symbol is a bit having a value of either “1” or “0.” The n sampledsymbols 238 from the original data streams 1 through n are represented as B1, B2, . . . , Bn. Theerror correction symbol 240 is represented as Br and is generated according to the equation:
Br=B1 ⊕ B2 ⊕ . . . ⊕ Bn
where the operator ⊕ represents the “XOR” operation. In this manner, the n sampledsymbols 238 from the n channels are used to generate theerror correction symbol 240. - The process of sampling
n symbols 238 from each of the original content streams and performing error correction encoding on then symbols 238 according the above equation to generate oneerror correction symbol 240 is repeated. The newly generatederror correction symbols 240 are concatenated to form aredundancy data sequence 242, which corresponds to redundancy data provided by one of the redundancy data blocks 225 to an associatedRF channel block 228. The output of theRF channel block 228 is transmitted as an additional RF channel, along withRF channels 1 through n, through the medium 112. - Note that cross-channel error correction encoding can be performed as the symbols of the n original channels are made available. Alternatively, error correction encoding can be performed all at once, if all of the symbols of an entire portion of transmission of the n original channels are available at one time. Depending on the implementation, different techniques can be used for carrying out cross-channel error correction encoding.
- Cross-channel error correction encoding can be performed using all of the channels in a particular system or only a portion of such channels. Thus, the n original channels shown in
FIG. 3 may represent the complete set of channels in a system or only a subset of the channels in the system. Furthermore, the present invention needs not be limited to broadcast system. Cross-channel error correction in accordance with the present invention may be realized in any system using multiple channels for data transmission. - The number of redundancy symbols produced for a given number of original channel symbols can vary depending on the error correction coding method used and the level of redundancy desired. Generally speaking, a greater the level of redundancy corresponds to more error correction capability and more redundancy symbols produced for a given number of original channel symbols. In the example of the parity bit calculation encoding described above, one error correction (redundancy)
symbol 240 is produced for everyn symbols 238 sampled from the original channels, generating oneredundancy data sequence 242 and one corresponding redundancy channel,channel n+ 1. Here, the number x has a value of 1. Other encoding techniques may produce xerror correction symbol 240 from the n sampledsymbols 238, where x is a number greater than one. This generates xredundancy data sequences 242 and corresponding redundancy channels n+1 through n+x, as shown inFIG. 3 . - The level of redundancy and the choice of error correction coding method used need not be fixed and in fact can be made to be adaptive to changing conditions. In such an adaptive system, the error-proneness of the various RF channels may be observed and used as input to adjust the type of error detection correction method and the level of redundancy used in cross-channel error correction encoding. Such error-proneness can be measured using various indicators, such as signal-to-noise ratio (SNR), signal-to-interference ratio (SIR), bit error rate (BER), and the like.
- Customer Premises Equipment (CPE)
-
FIG. 4 is a block diagram of thecontent distribution system 200, with emphasis on details of a new customer premises equipment (CPE) 215 in accordance with one embodiment of the present invention. TheCPE 215 receives theRF channels 1 through n and the RF redundancy channels n+1 through n+x originating from theCHE 210 and transmitted through the medium 212. TheCPE 215 includes amulti-channel demodulation block 245, which performs demodulation of each of the RF channels, including theRF channels 1 through n and the RF redundancy channels n+1 through n+x. Themulti-channel demodulation block 245 also carries out any in-channel error correction decoding that may need to be performed on each of theoriginal channels 1 through n and the redundancy channels n+1 through n+x. The output of themulti-channel demodulation block 245 is in the form of processed data that has components corresponding to every channel, including theoriginal channels 1 through n and the redundancy channels n+1 through n+x. The processed data is provided to a cross-channel errorcorrection decoding block 248. As indicated above, the processed data is in demodulated form and may have also been decoded according to any applicable in-channel error correction scheme. - In addition to the processed data, the
multi-channel demodulation block 245 may also provide other information to the cross-channel errorcorrection decoding block 248. One important category of such information is error detection data. Generally, error detection refers to the detection of whether error(s) have occurred and/or the location of such error(s) within a portion of received data. In performing receive functions such as carrier signal reception, demodulation, and in-channel error correction decoding, themulti-channel demodulation block 245 may collect such information and provide it to the cross-channel errorcorrection decoding block 248. - For example, if the
multi-channel demodulation block 245 encounters an error-indicating condition in the demodulation of one of theRF channels 1 through n, the condition can be reported to the cross-channel errorcorrection decoding block 248. Such a condition may include the loss of lock of frequency, phase, or timing corresponding to a particular RF channel. Such a condition may also include the loss of lock in the in-channel error correction decoding process for a particular channel. Depending on the implementation of themulti-channel demodulation block 245, different error-indicating conditions may be available. Identification of these error-indicating conditions can provide a wide range of error detection data, such as (1) occurrence of errors on a particular RF channel at particular moments in time, (2) the location of errors within a particular RF channel, (3) the loss of an entire RF channel such that all of the data in the RF channel is erroneous, and (4) others. Such information can be extremely useful to the functions of the cross-channel errorcorrection decoding block 248. - Although
FIG. 4 shows only one path connecting themulti-channel demodulation block 245 and the cross-channel errorcorrection decoding block 248, it should be understood that the transfer of data fromblock 245 to block 248 needs not be restricted to a single physical path. For example, the processed data corresponding to theoriginal channels 1 through n and the redundancy channel x may be transferred using a number of parallel paths. Alternatively, the processed data can be transferred serially along a single path. Also, data other than the processed data, such as error detection data, may be transferred using separate paths. Error detection data may alternatively be interleaved into the processed data and transferred together with the processed data. Error detection data may even be represented as a special operation performed on the processed data. An example of such a special operation is the conversion of all bits to “0” for processed data corresponding to a particular RF channel when the entire RF channel is determined to be lost and all data for the RF channel is known to be erroneous. As can be seen, the particular technique used for transferring data fromblock 245 to block 248 can be varied, depending on implementation. Similarly, transfer of data between other blocks can be performed in various ways and is not limited by the representation of a single path between blocks shown in the figures. - The cross-channel error
correction decoding block 248 receives the processed data and available information relevant to error detection data from themulti-channel demodulation block 245. Using these inputs, thedecoding block 248 performs cross-channel error correction decoding, which is described in more detail below, and outputs the resulting corrected data to aprogram selection block 250. Theprogram selection block 250 is controlled to select one or more of the multiple data streams present in the corrected data. The selected data stream(s) are then provided to theend user 230. -
FIG. 5 is a block diagram of a particular implementation of themulti-channel demodulation block 245, cross-channel errorcorrection decoding block 248, and theprogram selection block 250. Here, themulti-channel demodulation block 245 is configured as a set ofseparate demodulators 502, forchannels 1 through n+x. Eachdemodulator 502 provides a processed signal to the cross-channel errorcorrection decoding block 248, which produces the resulting corrected data containing multiple data streams. Aprogram selector 504 provides a selection signal to the cross-channel errorcorrection decoding block 248. The selection signal indicates which one or more of the data streams are selected to be output. The cross-channel errorcorrection decoding block 248 outputs the selected data streams, according to the selection signal. - Cross-Channel Error Correction Decoding
- The cross-channel error
correction decoding block 248 performs the functions of error detection, error correction, or both error detection and error correction. As mentioned above, error detection generally refers to the detection of whether error(s) have occurred and/or the location of such error(s) within a portion of received data. Error correction generally refers to the removal or error(s) or the reconstruction of received data such that it becomes closer to its original state before error(s) occurred. The combination of error detection and/or error correction performed by the cross-channel errorcorrection decoding block 248 can vary according to implementation. - A wide range of different error correction coding methods can be used in cross-channel error correction, as already discussed. These include a simple parity bit calculation, a block code such as Reed-Solomon coding, or others. Depending on the particular coding method used, the cross-channel error
correction decoding block 248 may perform its functions in different ways. In some coding methods, error detection and error correction are performed in a single step. In other coding methods, error detection and error correction are performed in separate steps. Also, in many coding methods, the performance of error detection and/or error correction can be improved if some error detection data is already known. For example, error detection data provided by themulti-channel demodulation block 245 can improve the performance of the cross-channel errorcorrection decoding block 248 as it carries out error detection, error correction, or both error detection and error correction. -
FIG. 6 illustrates cross-channel error correction decoding in accordance with one embodiment of the present invention. This decoding process uses redundancy data provided by the redundancy channels n+l through n+x to perform error detection, error correction, or both error detection and error correction to recover data in theoriginal channels 1 through n. As discussed previously, the number x is a positive integer that can range from one to an arbitrary value, depending on implementation. The processed data provided by themulti-channel demodulation block 245 contains data corresponding to each of theoriginal channels 1 through n as well as the redundancy channels n+1 through n+x. Data corresponding to each of theoriginal channels 1 through n is represented as adata sequence 252. Eachdata sequence 252 is made up ofindividual symbols 255. Data corresponding to the redundancy channels n+1 through n+x is represented asdata sequences 258. Eachdata sequence 258 is made up ofindividual symbols 260. As in the encoding process, thesymbols - The
data sequences 252 and thedata sequences 258 are aligned. Onesymbol 262 is sampled from each of thedata sequences 252 according to this alignment. Onesymbol 265 is sampled from each of thedata sequences 258, also according to this alignment. Thus, eachsymbol 262 represents a symbol sampled from a different original channel, and eachsymbol 265 represents a symbol sampled from a different redundancy channel. Note that inFIG. 6 , the data sequence corresponding to theoriginal channel 2 is missing. This can illustrate that the processed data corresponding to theoriginal channel 2 is either unavailable or otherwise impaired. For instance, it may already be known that theoriginal channel 2 is corrupted with errors, given information provided by themulti-channel demodulation block 245 regarding the detection of error-indicating conditions onchannel 2. Alternatively, the absence of theoriginal channel 2 inFIG. 6 can indicate a systematic process by which some or all of the channels are individually restored. In such a scenario,FIG. 6 merely indicates thatchannel 2 happens to be the channel being restored at a particular point in such a systematic process. - In any case,
FIG. 6 shows that cross-channel error correction decoding is used to reconstruct data in theoriginal channel 2. The n−1symbols 262 from the available original channels (channels 1 through n, less channel 2) and thesymbols 265 from the redundancy channels n+1 through n+x are used in the decoding process to produce a reconstructed symbol for theoriginal channel 2. As discussed above, this decoding can be the decoding technique associated with any one of a wide range of different error correction coding methods. For the purpose of illustration, only a simple parity bit calculation for decoding is discussed below, corresponding to the parity bit calculation for encoding already described. Consistent with that encoding technique, symbols are selected from a binary alphabet. That is, each symbol is a bit having a value of either “1” or “0.” The n−1 sampledsymbols 262 from the different n−1 available channels are represented as B1, B3, B4 . . . , Bn. In this example, there is only one redundancy channel,channel n+ 1. The one sampledsymbol 265 from the redundancy channel n+1 is represented as Br. The reconstructed symbol for the missingoriginal channel 2 is represented as B2 and is generated according to the equation:
B2=B1 ⊕ B3 ⊕ B4 ⊕ . . . Bn ⊕ Br
where the operator ⊕ represents the “XOR” operation. Thus, the n−1 sampledsymbols 262 from the n−1 available original channels and the sampledsymbol 265 from the redundancy channel n+1 are used to reconstruct the a corresponding symbol for the missingoriginal channel 2. - The process of sampling from each of the n−1 available channels and the redundancy channel n+1 and performing error correction decoding to generate a reconstructed symbol for
channel 2 is repeated. Each time the process is repeated, a new set of n−1symbols 262 and anew symbol 265 is sampled, and a symbol forchannel 2 is reconstructed. The reconstructed symbols are concatenated to form an new data sequence that represents the reconstructedchannel 2. In this manner, error correction is performed such thatchannel 2 can be completely reconstructed fromoriginal channels channel n+ 1. - Cross-channel error correction may correct a wide variety of different types of error. Although
FIG. 6 illustrates the continuous reconstruction of an entire channel, cross-channel error correction is not limited to this type of error correction. For example, error correction can be successively performed for different channels. That is, one error correction step may reconstruct a symbol forchannel 2, and the next error correction step may reconstruct a symbol for channel 7. Thus, the present invent may be used to correct errors caused by frequency-related interference appearing at different frequencies at different times. Cross-channel error correction performed on different channels is well suited to unpredictable and sporadic interference common in real world environments. - The capabilities of cross-channel error correction depends on the type of error correction coding method used. The bit parity calculation shown above as an illustrative example can reconstruct a single channel. Other error correction coding methods are capable of handling error on more than one channel. If such other methods are used, more than one missing channel can be reconstructed. Accordingly, it should be clear that
FIG. 6 , which only shows one channel to be missing, is merely an illustrative example and is not intended to limit the scope of the present invention. - The bit parity calculation shown above as an illustrative example also does not detect the existence or location of error(s). The technique is only capable of reconstructing a channel if it is know which channel needs to be reconstructed. Thus, the technique relies on information, such as the error-indicating conditions described previously, for identification of the channel on which error(s) exist.
- Other error correction coding methods are capable of detecting the existence and/or location of errors. Using such other methods, the existence and/or location of errors can first be detected, then the errors can be corrected. Nevertheless, such other error correction coding methods may still take advantage of the error-indicating conditions described previously. For example, a specific Reed-Solomon code may be able to detect the location of one error and also correct the error. Alternatively, the same Reed-Solomon code may be able to correct two errors, if the location of the errors are known. Thus, if an error-indicating condition (e.g. a loss of lock of frequency, phase, or timing associated with two RF channels) indicates the location of the errors (e.g. the two symbols corresponding to the two RF channels experiencing loss of lock), the Reed-Solomon code would be able to correct both errors because it the location of each of the two errors is known. Without utilizing the error-indicating condition, the same Reed Solomon code would only be able to locate one error and correct that error.
- As is the case in cross-channel error correction encoding, cross-channel error correction decoding can be performed as the symbols of the original channels are made available. Alternatively, such decoding can be performed all at once, if all of the symbols of an entire portion of transmission of the received original channels used in decoding are available at one time. Depending on the implementation, different techniques can be used for carrying out cross-channel error correction decoding.
- Although the present invention has been described in terms of specific embodiments, it should be apparent to those skilled in the art that the scope of the present invention is not limited to the described specific embodiments.
- The specification and drawings are, accordingly, to be regarded in an illustrative rather than a restrictive sense. It will, however, be evident that additions, subtractions, substitutions, and other modifications may be made without departing from the broader spirit and scope of the invention as set forth in the claims.
Claims (34)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/304,994 US20060156185A1 (en) | 2002-03-01 | 2005-12-14 | Error correction coding across multiple channels in content distribution systems |
US13/933,734 US9350389B2 (en) | 2002-03-01 | 2013-07-02 | Error correction coding across multiple channels in content distribution systems |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/087,202 US7007220B2 (en) | 2002-03-01 | 2002-03-01 | Error correction coding across multiple channels in content distribution systems |
US11/304,994 US20060156185A1 (en) | 2002-03-01 | 2005-12-14 | Error correction coding across multiple channels in content distribution systems |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/087,202 Continuation US7007220B2 (en) | 2002-03-01 | 2002-03-01 | Error correction coding across multiple channels in content distribution systems |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US13/933,734 Continuation US9350389B2 (en) | 2002-03-01 | 2013-07-02 | Error correction coding across multiple channels in content distribution systems |
Publications (1)
Publication Number | Publication Date |
---|---|
US20060156185A1 true US20060156185A1 (en) | 2006-07-13 |
Family
ID=27803863
Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/087,202 Expired - Lifetime US7007220B2 (en) | 2002-03-01 | 2002-03-01 | Error correction coding across multiple channels in content distribution systems |
US11/304,994 Abandoned US20060156185A1 (en) | 2002-03-01 | 2005-12-14 | Error correction coding across multiple channels in content distribution systems |
US13/933,734 Expired - Fee Related US9350389B2 (en) | 2002-03-01 | 2013-07-02 | Error correction coding across multiple channels in content distribution systems |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/087,202 Expired - Lifetime US7007220B2 (en) | 2002-03-01 | 2002-03-01 | Error correction coding across multiple channels in content distribution systems |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US13/933,734 Expired - Fee Related US9350389B2 (en) | 2002-03-01 | 2013-07-02 | Error correction coding across multiple channels in content distribution systems |
Country Status (1)
Country | Link |
---|---|
US (3) | US7007220B2 (en) |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030231589A1 (en) * | 2002-06-14 | 2003-12-18 | Tomoaki Itoh | Method for transporting media, transmitter and receiver therefor |
US7469124B1 (en) * | 2003-04-11 | 2008-12-23 | Lockheed Martin Corporation | Rate adaptive satellite communications |
KR101009066B1 (en) * | 2007-10-10 | 2011-01-18 | 주식회사 엘지화학 | Regeneration method of deactivated electrode |
US9350389B2 (en) | 2002-03-01 | 2016-05-24 | Broadcom Corporation | Error correction coding across multiple channels in content distribution systems |
US9432124B2 (en) | 2014-09-16 | 2016-08-30 | Mitsubishi Electric Research Laboratories, Inc. | Inter-channel interference management for optical super-channels |
WO2022170709A1 (en) * | 2021-02-09 | 2022-08-18 | 中国人民解放军战略支援部队信息工程大学 | Data processing system and method based on dynamic redundancy heterogeneous encoding, and device |
WO2022170708A1 (en) * | 2021-02-09 | 2022-08-18 | 中国人民解放军战略支援部队信息工程大学 | Data processing method and apparatus based on data coding, and device |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102004039932A1 (en) * | 2004-08-17 | 2006-03-09 | Phoenix Contact Gmbh & Co. Kg | Method and device for bus connection of safety-relevant processes |
WO2007095551A2 (en) | 2006-02-13 | 2007-08-23 | Digital Fountain, Inc. | Fec streaming with aggregation of concurrent streams for fec computation |
US7685494B1 (en) * | 2006-05-08 | 2010-03-23 | Marvell International, Ltd. | Error correction coding for varying signal-to-noise ratio channels |
US8209580B1 (en) | 2006-05-08 | 2012-06-26 | Marvell International Ltd. | Error correction coding for varying signal-to-noise ratio channels |
US8995288B2 (en) * | 2007-06-11 | 2015-03-31 | Broadcom Corporation | Method and system for a configurable communication integrated circuit and/or chipset |
IL204515A (en) * | 2010-03-16 | 2014-06-30 | Amir Ilan | Method and apparatus for reducing delays in a packets switched network |
US8924581B1 (en) * | 2012-03-14 | 2014-12-30 | Amazon Technologies, Inc. | Managing data transfer using streaming protocols |
CN112994841B (en) * | 2021-02-09 | 2022-05-27 | 中国人民解放军战略支援部队信息工程大学 | Data processing method, device and equipment based on instruction coding |
Citations (49)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3629823A (en) * | 1969-11-14 | 1971-12-21 | Gen Dynamics Corp | Information-handling system having error correction capabilities |
US3868632A (en) * | 1972-11-15 | 1975-02-25 | Ibm | Plural channel error correcting apparatus and methods |
US4011511A (en) * | 1974-07-24 | 1977-03-08 | The Singer Company | Frequency-shift digital data link and digital frequency detection system |
US4052698A (en) * | 1975-03-17 | 1977-10-04 | Burroughs Corporation | Multi-parallel-channel error checking |
US4201976A (en) * | 1977-12-23 | 1980-05-06 | International Business Machines Corporation | Plural channel error correcting methods and means using adaptive reallocation of redundant channels among groups of channels |
US4301466A (en) * | 1980-02-01 | 1981-11-17 | Ampex Corporation | Fast acting phase shifting apparatus for use in digital sampling systems |
US4357702A (en) * | 1980-11-28 | 1982-11-02 | C.N.R., Inc. | Error correcting apparatus |
US4491943A (en) * | 1981-02-17 | 1985-01-01 | Sony Corporation | Method for transmitting time-sharing multidata |
US4559625A (en) * | 1983-07-28 | 1985-12-17 | Cyclotomics, Inc. | Interleavers for digital communications |
US4845714A (en) * | 1987-06-08 | 1989-07-04 | Exabyte Corporation | Multiple pass error correction process and apparatus for product codes |
US4980897A (en) * | 1988-08-12 | 1990-12-25 | Telebit Corporation | Multi-channel trellis encoder/decoder |
US5134619A (en) * | 1990-04-06 | 1992-07-28 | Sf2 Corporation | Failure-tolerant mass storage system |
US5274645A (en) * | 1990-03-02 | 1993-12-28 | Micro Technology, Inc. | Disk array system |
US5283791A (en) * | 1988-08-02 | 1994-02-01 | Cray Research Systems, Inc. | Error recovery method and apparatus for high performance disk drives |
US5297153A (en) * | 1989-08-24 | 1994-03-22 | U.S. Philips Corporation | Method and apparatus for decoding code words protected wordwise by a non-binary BCH code from one or more symbol errors |
US5377208A (en) * | 1991-11-02 | 1994-12-27 | U.S. Philips Corporation | Transmission system with random error and burst error correction for a cyclically coded digital signal |
US5390327A (en) * | 1993-06-29 | 1995-02-14 | Digital Equipment Corporation | Method for on-line reorganization of the data on a RAID-4 or RAID-5 array in the absence of one disk and the on-line restoration of a replacement disk |
US5430739A (en) * | 1990-03-27 | 1995-07-04 | National Science Council | Real-time Reed-Solomon decoder |
US5455536A (en) * | 1993-01-13 | 1995-10-03 | Nec Corporation | Demodulator circuit and demodulating method employing bit error rate monitor |
US5463765A (en) * | 1993-03-18 | 1995-10-31 | Hitachi, Ltd. | Disk array system, data writing method thereof, and fault recovering method |
US5469453A (en) * | 1990-03-02 | 1995-11-21 | Mti Technology Corporation | Data corrections applicable to redundant arrays of independent disks |
US5612897A (en) * | 1996-03-21 | 1997-03-18 | Digital Equipment Corporation | Symmetrically switched multimedia system |
US5761240A (en) * | 1996-02-06 | 1998-06-02 | Ericsson Inc. | Method and apparatus for determining an optical communications channel without loss of channel messages on a current communications channel |
US5864655A (en) * | 1996-09-09 | 1999-01-26 | International Business Machines Corporation | Managing removable media in raid and rail environments |
US5949796A (en) * | 1996-06-19 | 1999-09-07 | Kumar; Derek D. | In-band on-channel digital broadcasting method and system |
US5954822A (en) * | 1992-05-21 | 1999-09-21 | Fujitsu Limited | Disk array apparatus that only calculates new parity after a predetermined number of write requests |
US6006308A (en) * | 1997-03-14 | 1999-12-21 | Hitachi, Ltd. | Removable library media system utilizing redundant data storage and error detection and correction |
US6023780A (en) * | 1996-05-13 | 2000-02-08 | Fujitsu Limited | Disc array apparatus checking and restructuring data read from attached disc drives |
US6078989A (en) * | 1996-10-04 | 2000-06-20 | Sony Corporation | Disc array control method and disc array control apparatus |
US6098191A (en) * | 1996-02-28 | 2000-08-01 | Hitachi, Ltd. | Storage unit and storage unit subsystem |
US6101615A (en) * | 1998-04-08 | 2000-08-08 | International Business Machines Corporation | Method and apparatus for improving sequential writes to RAID-6 devices |
US6128762A (en) * | 1998-08-04 | 2000-10-03 | International Business Machines Corporation | Updating and reading data and parity blocks in a shared disk system with request forwarding |
US6158017A (en) * | 1997-07-15 | 2000-12-05 | Samsung Electronics Co., Ltd. | Method for storing parity and rebuilding data contents of failed disks in an external storage subsystem and apparatus thereof |
US6256487B1 (en) * | 1998-09-01 | 2001-07-03 | Telefonaktiebolaget Lm Ericsson (Publ) | Multiple mode transmitter using multiple speech/channel coding modes wherein the coding mode is conveyed to the receiver with the transmitted signal |
US6279138B1 (en) * | 1998-08-04 | 2001-08-21 | International Business Machines Corporation | System for changing the parity structure of a raid array |
US20010037485A1 (en) * | 2000-05-22 | 2001-11-01 | Sarnoff Corporation | Method and apparatus for adaptively coding a data signal |
US20020059633A1 (en) * | 1999-01-07 | 2002-05-16 | Harkness David H. | Detection of media links in broadcast signals |
US6446237B1 (en) * | 1998-08-04 | 2002-09-03 | International Business Machines Corporation | Updating and reading data and parity blocks in a shared disk system |
US6452941B1 (en) * | 1998-09-16 | 2002-09-17 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and system for alternating transmission of codec mode information |
US6567891B2 (en) * | 2001-03-14 | 2003-05-20 | Hewlett-Packard Development Company, L.P. | Methods and arrangements for improved stripe-based processing |
US6591339B1 (en) * | 1999-05-03 | 2003-07-08 | 3Ware, Inc. | Methods and systems for selecting block sizes for use with disk arrays |
US6675318B1 (en) * | 2000-07-25 | 2004-01-06 | Sun Microsystems, Inc. | Two-dimensional storage array with prompt parity in one dimension and delayed parity in a second dimension |
US6687872B2 (en) * | 2001-03-14 | 2004-02-03 | Hewlett-Packard Development Company, L.P. | Methods and systems of using result buffers in parity operations |
US6748488B2 (en) * | 2001-09-28 | 2004-06-08 | Sun Microsystems, Inc. | Storage array having multiple erasure correction and sub-stripe writing |
US6769088B1 (en) * | 1999-06-30 | 2004-07-27 | Maxtor Corporation | Sector-coding technique for reduced read-after-write operations |
US6836820B1 (en) * | 2002-02-25 | 2004-12-28 | Network Appliance, Inc. | Flexible disabling of disk sets |
US6952797B1 (en) * | 2000-10-25 | 2005-10-04 | Andy Kahn | Block-appended checksums |
US7007220B2 (en) * | 2002-03-01 | 2006-02-28 | Broadlogic Network Technologies, Inc. | Error correction coding across multiple channels in content distribution systems |
US7243291B1 (en) * | 2002-04-30 | 2007-07-10 | Silicon Graphics, Inc. | System and method for communicating image data using error correction coding |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4761785B1 (en) * | 1986-06-12 | 1996-03-12 | Ibm | Parity spreading to enhance storage access |
US5065260A (en) * | 1988-01-22 | 1991-11-12 | Sony Corporation | Method for recording/reproducing expanded digital signals in conventional format |
US6049535A (en) * | 1996-06-27 | 2000-04-11 | Interdigital Technology Corporation | Code division multiple access (CDMA) communication system |
US6668352B1 (en) * | 1999-04-28 | 2003-12-23 | Samsung Electronics Co., Ltd. | Distortion compensating device and method in a multi-code mobile communication system |
-
2002
- 2002-03-01 US US10/087,202 patent/US7007220B2/en not_active Expired - Lifetime
-
2005
- 2005-12-14 US US11/304,994 patent/US20060156185A1/en not_active Abandoned
-
2013
- 2013-07-02 US US13/933,734 patent/US9350389B2/en not_active Expired - Fee Related
Patent Citations (50)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3629823A (en) * | 1969-11-14 | 1971-12-21 | Gen Dynamics Corp | Information-handling system having error correction capabilities |
US3868632A (en) * | 1972-11-15 | 1975-02-25 | Ibm | Plural channel error correcting apparatus and methods |
US4011511A (en) * | 1974-07-24 | 1977-03-08 | The Singer Company | Frequency-shift digital data link and digital frequency detection system |
US4052698A (en) * | 1975-03-17 | 1977-10-04 | Burroughs Corporation | Multi-parallel-channel error checking |
US4201976A (en) * | 1977-12-23 | 1980-05-06 | International Business Machines Corporation | Plural channel error correcting methods and means using adaptive reallocation of redundant channels among groups of channels |
US4301466A (en) * | 1980-02-01 | 1981-11-17 | Ampex Corporation | Fast acting phase shifting apparatus for use in digital sampling systems |
US4357702A (en) * | 1980-11-28 | 1982-11-02 | C.N.R., Inc. | Error correcting apparatus |
US4491943A (en) * | 1981-02-17 | 1985-01-01 | Sony Corporation | Method for transmitting time-sharing multidata |
US4559625A (en) * | 1983-07-28 | 1985-12-17 | Cyclotomics, Inc. | Interleavers for digital communications |
US4845714A (en) * | 1987-06-08 | 1989-07-04 | Exabyte Corporation | Multiple pass error correction process and apparatus for product codes |
US5283791A (en) * | 1988-08-02 | 1994-02-01 | Cray Research Systems, Inc. | Error recovery method and apparatus for high performance disk drives |
US4980897A (en) * | 1988-08-12 | 1990-12-25 | Telebit Corporation | Multi-channel trellis encoder/decoder |
US5297153A (en) * | 1989-08-24 | 1994-03-22 | U.S. Philips Corporation | Method and apparatus for decoding code words protected wordwise by a non-binary BCH code from one or more symbol errors |
US5274645A (en) * | 1990-03-02 | 1993-12-28 | Micro Technology, Inc. | Disk array system |
US5469453A (en) * | 1990-03-02 | 1995-11-21 | Mti Technology Corporation | Data corrections applicable to redundant arrays of independent disks |
US5430739A (en) * | 1990-03-27 | 1995-07-04 | National Science Council | Real-time Reed-Solomon decoder |
US5134619A (en) * | 1990-04-06 | 1992-07-28 | Sf2 Corporation | Failure-tolerant mass storage system |
US5285451A (en) * | 1990-04-06 | 1994-02-08 | Micro Technology, Inc. | Failure-tolerant mass storage system |
US5377208A (en) * | 1991-11-02 | 1994-12-27 | U.S. Philips Corporation | Transmission system with random error and burst error correction for a cyclically coded digital signal |
US5954822A (en) * | 1992-05-21 | 1999-09-21 | Fujitsu Limited | Disk array apparatus that only calculates new parity after a predetermined number of write requests |
US5455536A (en) * | 1993-01-13 | 1995-10-03 | Nec Corporation | Demodulator circuit and demodulating method employing bit error rate monitor |
US5463765A (en) * | 1993-03-18 | 1995-10-31 | Hitachi, Ltd. | Disk array system, data writing method thereof, and fault recovering method |
US5390327A (en) * | 1993-06-29 | 1995-02-14 | Digital Equipment Corporation | Method for on-line reorganization of the data on a RAID-4 or RAID-5 array in the absence of one disk and the on-line restoration of a replacement disk |
US5761240A (en) * | 1996-02-06 | 1998-06-02 | Ericsson Inc. | Method and apparatus for determining an optical communications channel without loss of channel messages on a current communications channel |
US6098191A (en) * | 1996-02-28 | 2000-08-01 | Hitachi, Ltd. | Storage unit and storage unit subsystem |
US5612897A (en) * | 1996-03-21 | 1997-03-18 | Digital Equipment Corporation | Symmetrically switched multimedia system |
US6023780A (en) * | 1996-05-13 | 2000-02-08 | Fujitsu Limited | Disc array apparatus checking and restructuring data read from attached disc drives |
US5949796A (en) * | 1996-06-19 | 1999-09-07 | Kumar; Derek D. | In-band on-channel digital broadcasting method and system |
US5864655A (en) * | 1996-09-09 | 1999-01-26 | International Business Machines Corporation | Managing removable media in raid and rail environments |
US6078989A (en) * | 1996-10-04 | 2000-06-20 | Sony Corporation | Disc array control method and disc array control apparatus |
US6006308A (en) * | 1997-03-14 | 1999-12-21 | Hitachi, Ltd. | Removable library media system utilizing redundant data storage and error detection and correction |
US6158017A (en) * | 1997-07-15 | 2000-12-05 | Samsung Electronics Co., Ltd. | Method for storing parity and rebuilding data contents of failed disks in an external storage subsystem and apparatus thereof |
US6101615A (en) * | 1998-04-08 | 2000-08-08 | International Business Machines Corporation | Method and apparatus for improving sequential writes to RAID-6 devices |
US6446237B1 (en) * | 1998-08-04 | 2002-09-03 | International Business Machines Corporation | Updating and reading data and parity blocks in a shared disk system |
US6279138B1 (en) * | 1998-08-04 | 2001-08-21 | International Business Machines Corporation | System for changing the parity structure of a raid array |
US6128762A (en) * | 1998-08-04 | 2000-10-03 | International Business Machines Corporation | Updating and reading data and parity blocks in a shared disk system with request forwarding |
US6256487B1 (en) * | 1998-09-01 | 2001-07-03 | Telefonaktiebolaget Lm Ericsson (Publ) | Multiple mode transmitter using multiple speech/channel coding modes wherein the coding mode is conveyed to the receiver with the transmitted signal |
US6452941B1 (en) * | 1998-09-16 | 2002-09-17 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and system for alternating transmission of codec mode information |
US20020059633A1 (en) * | 1999-01-07 | 2002-05-16 | Harkness David H. | Detection of media links in broadcast signals |
US6591339B1 (en) * | 1999-05-03 | 2003-07-08 | 3Ware, Inc. | Methods and systems for selecting block sizes for use with disk arrays |
US6769088B1 (en) * | 1999-06-30 | 2004-07-27 | Maxtor Corporation | Sector-coding technique for reduced read-after-write operations |
US20010037485A1 (en) * | 2000-05-22 | 2001-11-01 | Sarnoff Corporation | Method and apparatus for adaptively coding a data signal |
US6675318B1 (en) * | 2000-07-25 | 2004-01-06 | Sun Microsystems, Inc. | Two-dimensional storage array with prompt parity in one dimension and delayed parity in a second dimension |
US6952797B1 (en) * | 2000-10-25 | 2005-10-04 | Andy Kahn | Block-appended checksums |
US6687872B2 (en) * | 2001-03-14 | 2004-02-03 | Hewlett-Packard Development Company, L.P. | Methods and systems of using result buffers in parity operations |
US6567891B2 (en) * | 2001-03-14 | 2003-05-20 | Hewlett-Packard Development Company, L.P. | Methods and arrangements for improved stripe-based processing |
US6748488B2 (en) * | 2001-09-28 | 2004-06-08 | Sun Microsystems, Inc. | Storage array having multiple erasure correction and sub-stripe writing |
US6836820B1 (en) * | 2002-02-25 | 2004-12-28 | Network Appliance, Inc. | Flexible disabling of disk sets |
US7007220B2 (en) * | 2002-03-01 | 2006-02-28 | Broadlogic Network Technologies, Inc. | Error correction coding across multiple channels in content distribution systems |
US7243291B1 (en) * | 2002-04-30 | 2007-07-10 | Silicon Graphics, Inc. | System and method for communicating image data using error correction coding |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9350389B2 (en) | 2002-03-01 | 2016-05-24 | Broadcom Corporation | Error correction coding across multiple channels in content distribution systems |
US20030231589A1 (en) * | 2002-06-14 | 2003-12-18 | Tomoaki Itoh | Method for transporting media, transmitter and receiver therefor |
US7430219B2 (en) * | 2002-06-14 | 2008-09-30 | Matsushita Electric Industrial Co., Ltd. | Method for transporting media, transmitter and receiver therefor |
US7469124B1 (en) * | 2003-04-11 | 2008-12-23 | Lockheed Martin Corporation | Rate adaptive satellite communications |
KR101009066B1 (en) * | 2007-10-10 | 2011-01-18 | 주식회사 엘지화학 | Regeneration method of deactivated electrode |
US9432124B2 (en) | 2014-09-16 | 2016-08-30 | Mitsubishi Electric Research Laboratories, Inc. | Inter-channel interference management for optical super-channels |
WO2022170709A1 (en) * | 2021-02-09 | 2022-08-18 | 中国人民解放军战略支援部队信息工程大学 | Data processing system and method based on dynamic redundancy heterogeneous encoding, and device |
WO2022170708A1 (en) * | 2021-02-09 | 2022-08-18 | 中国人民解放军战略支援部队信息工程大学 | Data processing method and apparatus based on data coding, and device |
US20240121029A1 (en) * | 2021-02-09 | 2024-04-11 | China National Digital Switching System Engineering & Technological R&D Center | Data processing method and apparatus based on data coding, and device |
Also Published As
Publication number | Publication date |
---|---|
US9350389B2 (en) | 2016-05-24 |
US20030167432A1 (en) | 2003-09-04 |
US7007220B2 (en) | 2006-02-28 |
US20130294225A1 (en) | 2013-11-07 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US9350389B2 (en) | Error correction coding across multiple channels in content distribution systems | |
US4099121A (en) | Spatial diversity satellite communications system with error control | |
US5511096A (en) | Quadrature amplitude modulated data for standard bandwidth television channel | |
KR100950015B1 (en) | An improved digital transmission system for an enhanced ???? ?-??? system | |
KR100761819B1 (en) | Apparatus and method for processing a quadrature amplitude modulated qam signal | |
US5903546A (en) | Means and method of improving multiplexed transmission and reception by coding and modulating divided digital signals | |
CN101283593B (en) | Outer encoder and outer encoding method thereof | |
KR20140031931A (en) | Encoder and encoding method providing incremental redundancy | |
MXPA98000366A (en) | Device for decoding video signals coded in different way | |
JP2011502384A (en) | High-definition television transmission with mobile function | |
KR20090125021A (en) | Apparatus for decoding the digital bitstream in a system for receving a digital bitstream representing video information | |
KR19980018225A (en) | System for receiving variable encoding formats and multiple transport channels | |
TWI246841B (en) | Digital transmission system and method for transmitting digital signals | |
EP2391044A2 (en) | A receiver for a wireless telecommunication system with a channel deinterleaver | |
EP0827300A2 (en) | Data receiver and data receiving method for punctured, convolutionally-encoded data | |
US20090202066A1 (en) | Scrambler, scramble processing method, and program | |
WO2012136445A1 (en) | Signaling data transmission transmitting split signaling data | |
JP5415437B2 (en) | Sign enhanced stagacasting | |
Yamada | Development of an error-correction method for data packet multiplexed with TV signals | |
JP2001086494A (en) | Digital broadcasting receiver | |
JP2987367B1 (en) | Data transmission method and its transmission / reception device | |
US7725036B2 (en) | Efficient transmission of digital return path data in cable television return path | |
KR100195746B1 (en) | An apparatus for synchronizing in viterbi decoder | |
EP2695319B1 (en) | Apparatus and method for transmitting static signaling data in a broadcast system | |
US20110158308A1 (en) | Embedded transmission of multiple services in a digital terrestrial television multimedia broadcasting (dtmb) system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AS | Assignment |
Owner name: BROADCOM CORPORATION, CALIFORNIA Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:BROADLOGIC NETWORK TECHNOLOGIES, INC.;REEL/FRAME:030704/0725 Effective date: 20130627 |
|
STCB | Information on status: application discontinuation |
Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION |
|
AS | Assignment |
Owner name: BANK OF AMERICA, N.A., AS COLLATERAL AGENT, NORTH CAROLINA Free format text: PATENT SECURITY AGREEMENT;ASSIGNOR:BROADCOM CORPORATION;REEL/FRAME:037806/0001 Effective date: 20160201 Owner name: BANK OF AMERICA, N.A., AS COLLATERAL AGENT, NORTH Free format text: PATENT SECURITY AGREEMENT;ASSIGNOR:BROADCOM CORPORATION;REEL/FRAME:037806/0001 Effective date: 20160201 |
|
AS | Assignment |
Owner name: AVAGO TECHNOLOGIES GENERAL IP (SINGAPORE) PTE. LTD., SINGAPORE Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:BROADCOM CORPORATION;REEL/FRAME:041706/0001 Effective date: 20170120 Owner name: AVAGO TECHNOLOGIES GENERAL IP (SINGAPORE) PTE. LTD Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:BROADCOM CORPORATION;REEL/FRAME:041706/0001 Effective date: 20170120 |
|
AS | Assignment |
Owner name: BROADCOM CORPORATION, CALIFORNIA Free format text: TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS;ASSIGNOR:BANK OF AMERICA, N.A., AS COLLATERAL AGENT;REEL/FRAME:041712/0001 Effective date: 20170119 |