[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

CN118714655B - Data communication method and system based on 5G-R - Google Patents

Data communication method and system based on 5G-R Download PDF

Info

Publication number
CN118714655B
CN118714655B CN202411183719.3A CN202411183719A CN118714655B CN 118714655 B CN118714655 B CN 118714655B CN 202411183719 A CN202411183719 A CN 202411183719A CN 118714655 B CN118714655 B CN 118714655B
Authority
CN
China
Prior art keywords
communication
channel
data
time
modulation mode
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.)
Active
Application number
CN202411183719.3A
Other languages
Chinese (zh)
Other versions
CN118714655A (en
Inventor
吴大勇
李慧
傅卫国
陈斌
董捷
陈新宇
周乔乔
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Dingxingda Information Technology Co ltd
Original Assignee
Beijing Dingxingda Information Technology Co ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Beijing Dingxingda Information Technology Co ltd filed Critical Beijing Dingxingda Information Technology Co ltd
Priority to CN202411183719.3A priority Critical patent/CN118714655B/en
Publication of CN118714655A publication Critical patent/CN118714655A/en
Application granted granted Critical
Publication of CN118714655B publication Critical patent/CN118714655B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/04Wireless resource allocation
    • H04W72/044Wireless resource allocation based on the type of the allocated resource
    • H04W72/0457Variable allocation of band or rate
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • H04B17/336Signal-to-interference ratio [SIR] or carrier-to-interference ratio [CIR]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • H04B17/345Interference values
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • H04B17/346Noise values
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/382Monitoring; Testing of propagation channels for resource allocation, admission control or handover
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0002Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate
    • H04L1/0003Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate by switching between different modulation schemes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/50Allocation or scheduling criteria for wireless resources
    • H04W72/54Allocation or scheduling criteria for wireless resources based on quality criteria
    • H04W72/542Allocation or scheduling criteria for wireless resources based on quality criteria using measured or perceived quality
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Detection And Prevention Of Errors In Transmission (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本发明公开了一种基于5G‑R的数据通信方法及系统,方法包括:将可用频谱动态分配给5G‑R网络的多个通信单元;在每个分配到频谱的通信单元内,对通信信道的信道状态进行实时监测,计算当前信道的多维信噪比和综合误码率;根据所述综合误码率,确定对应的通信调制方式和编码方案;对待传输数据拆分为多个通信单元对应的多组子数据,利用对应确定的通信调制方式和编码方案,将各组子数据分别进行调制和编码,并通过对应的通信单元进行传输。利用本发明实施例,能够提升铁路通信系统的频谱利用率和通信质量,满足现代铁路系统对高带宽、低延迟和高可靠性通信的需求。

The present invention discloses a data communication method and system based on 5G-R, the method comprising: dynamically allocating available spectrum to multiple communication units of a 5G-R network; in each communication unit allocated with the spectrum, real-time monitoring of the channel state of the communication channel, calculating the multi-dimensional signal-to-noise ratio and comprehensive bit error rate of the current channel; determining the corresponding communication modulation mode and coding scheme according to the comprehensive bit error rate; splitting the data to be transmitted into multiple groups of sub-data corresponding to multiple communication units, modulating and encoding each group of sub-data respectively using the corresponding determined communication modulation mode and coding scheme, and transmitting through the corresponding communication unit. By using the embodiments of the present invention, the spectrum utilization rate and communication quality of the railway communication system can be improved, and the requirements of the modern railway system for high-bandwidth, low-latency and high-reliability communication can be met.

Description

Data communication method and system based on 5G-R
Technical Field
The invention belongs to the technical field of communication, and particularly relates to a data communication method and system based on 5G-R.
Background
With the continuous development of communication technology, the demand for efficient and reliable data transmission in modern society is increasing. The fifth generation mobile communication technology (5G) has become one of the key technologies for pushing the digital transformation of society with its high bandwidth, low latency and wide connectivity. In particular, in the field of rail transportation, 5G technology is expected to provide more stable and efficient data communication support to meet the demands of train operation control, passenger information services, and other data applications.
Current Railway communication systems rely mainly on GSM-R (Global System for Mobile Communications-rail) technology. GSM-R, which has been widely used in the past decades as a dedicated mobile communication system, has been difficult to meet the requirements of modern railway systems in terms of data transmission rate, spectral efficiency, quality of service, etc., which is a problem to be solved.
Disclosure of Invention
The invention aims to provide a data communication method and system based on 5G-R, which are used for solving the defects in the prior art, improving the frequency spectrum utilization rate and the communication quality of a railway communication system and meeting the requirements of a modern railway system on high-bandwidth, low-delay and high-reliability communication.
One embodiment of the present application provides a 5G-R based data communication method, the method comprising:
Dynamically allocating available spectrum to a plurality of communication units of the 5G-R network;
in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated;
Determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate;
Splitting data to be transmitted into a plurality of groups of sub-data corresponding to a plurality of communication units, respectively modulating and encoding each group of sub-data by utilizing a corresponding determined communication modulation mode and a corresponding determined coding scheme, and transmitting the sub-data through the corresponding communication units.
Optionally, the spectrum allocated to each communication unit is:
wherein the said Indicating the available spectral width allocated to the ith communication unit at time t, saidRepresenting the bandwidth requirement of the ith communication unit at time t, saidAnd for the corresponding dynamic adjustment coefficient, N is the total number of communication units, and W is the total width of the available frequency spectrum.
Optionally, the calculation formula of the multidimensional signal-to-noise ratio and the comprehensive error rate includes:
wherein the said For the multidimensional signal-to-noise ratio of the communication channel of the ith communication unit at time t, saidFor the signal power of the ith communication channel at time t, saidFor the noise power of the ith communication channel at time t, saidThe interference power of the ith communication channel at time t;
The said For the integrated error rate of the ith communication channel at time t, saidIs the firstWeight coefficients of the individual channel components, saidFor the number of channel components, saidAs a gaussian error function.
Optionally, the modulation mode includes: QPSK, 16QAM, 64QAM, and 256QAM, the coding scheme comprising: convolutional codes, turbo codes, and LDPC codes;
the modulation mode of the ith communication unit at the moment of time t is determined according to the following formula:
wherein the said Representation and rendering ofThe value of m reaches the maximum, theFor throughput when the mth modulation scheme is employed, the Representing the integrated error rate when the mth modulation scheme is used, saidThe gain coefficient is dynamically modulated for the mth modulation scheme.
Yet another embodiment of the present application provides a 5G-R based data communication system, the system comprising:
an allocation module for dynamically allocating the available spectrum to a plurality of communication units of the 5G-R network;
the monitoring module is used for monitoring the channel state of the communication channel in real time in each communication unit distributed to the frequency spectrum and calculating the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel;
The determining module is used for determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate;
the communication module is used for splitting the data to be transmitted into a plurality of groups of sub-data corresponding to the communication units, respectively modulating and encoding the groups of sub-data by utilizing the corresponding determined communication modulation mode and encoding scheme, and transmitting the sub-data through the corresponding communication units.
A further embodiment of the application provides a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the method of any of the preceding claims when run.
Yet another embodiment of the application provides an electronic device comprising a memory having a computer program stored therein and a processor configured to run the computer program to perform the method recited in any of the preceding claims.
Compared with the prior art, the data communication method based on the 5G-R provided by the invention dynamically distributes the available frequency spectrum to a plurality of communication units of the 5G-R network; in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated; determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate; the data to be transmitted is split into a plurality of groups of sub data corresponding to a plurality of communication units, each group of sub data is modulated and coded respectively by utilizing a corresponding determined communication modulation mode and coding scheme, and the sub data is transmitted through the corresponding communication units, so that the frequency spectrum utilization rate and the communication quality of a railway communication system can be improved, and the requirements of the modern railway system on high-bandwidth, low-delay and high-reliability communication are met.
Drawings
Fig. 1 is a hardware block diagram of a computer terminal according to a data communication method based on 5G-R according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of a data communication method based on 5G-R according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a data communication system based on 5G-R according to an embodiment of the present invention.
Detailed Description
The embodiments described below by referring to the drawings are illustrative only and are not to be construed as limiting the invention.
The embodiment of the invention firstly provides a data communication method based on 5G-R, which can be applied to electronic equipment such as computer terminals, in particular to common computers and the like.
The following describes the operation of the computer terminal in detail by taking it as an example. Fig. 1 is a hardware block diagram of a computer terminal according to a data communication method based on 5G-R according to an embodiment of the present invention. As shown in fig. 1, the computer terminal may include one or more (only one is shown in fig. 1) processors 102 (the processor 102 may include, but is not limited to, a microprocessor MCU or a processing device such as a programmable logic device FPGA) and a memory 104 for storing data, and optionally, a transmission device 106 for communication functions and an input-output device 108. It will be appreciated by those skilled in the art that the configuration shown in fig. 1 is merely illustrative and is not intended to limit the configuration of the computer terminal described above. For example, the computer terminal may also include more or fewer components than shown in FIG. 1, or have a different configuration than shown in FIG. 1.
The memory 104 may be used to store software programs and modules of application software, such as program instructions/modules corresponding to the 5G-R based data communication method in the embodiment of the present application, and the processor 102 executes the software programs and modules stored in the memory 104 to perform various functional applications and data processing, i.e., implement the method described above. Memory 104 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory remotely located relative to the processor 102, which may be connected to the computer terminal via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission means 106 is arranged to receive or transmit data via a network. Specific examples of the network described above may include a wireless network provided by a communication provider of a computer terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, NIC) that can connect to other network devices through a base station to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module for communicating with the internet wirelessly.
Referring to fig. 2, an embodiment of the present invention provides a data communication method based on 5G-R, which may include the steps of:
s201, dynamically distributing available frequency spectrum to a plurality of communication units of the 5G-R network;
specifically, dynamically allocating the available spectrum to a plurality of communication units in the 5G-R network means dynamically allocating frequency resources according to the real-time status of the network and the requirements of each communication unit, so as to improve the utilization rate and performance of the network. The method comprises the following specific steps:
-identification of available spectrum: first, the currently available spectral range in the network needs to be determined. This includes frequency bands that are not used or are inefficiently utilized.
-Demand identification: each communication unit has different data transmission requirements and may change over time (e.g., number of users, traffic changes, etc.). Therefore, there is a need to monitor the bandwidth requirements of each communication unit in real time.
-A dynamic allocation algorithm: based on the bandwidth requirements of the communication units and the status of the communication environment, a dynamic allocation algorithm (e.g., a spectrum allocation formula described below) is employed to ensure that each communication unit obtains the appropriate spectrum resources. This algorithm takes into account the relative demands of each unit and its dynamic adjustment coefficients, thereby achieving a more rational allocation of resources. The significance of the action is as follows:
-improving spectrum utilization: by dynamically allocating spectrum, limited spectrum resources can be utilized more effectively, and idle and waste of spectrum are reduced.
-Strong adaptability: dynamic allocation can quickly respond to changes of network environments, such as temporary flow surge in peak time, and network stability and user experience are guaranteed.
-Enhancing network performance: reasonable frequency spectrum distribution can improve data transmission speed, reduce delay and improve overall performance of the network and user satisfaction.
Specifically, the spectrum allocated to each communication unit may be:
wherein the said Indicating the available spectral width allocated to the ith communication unit at time t, directly determines the data transmission capacity of that communication unit.
The saidThe bandwidth requirement of the ith communication unit at the moment t is represented, the requirement of the unit on the frequency spectrum is represented, the size of the allocated frequency spectrum is influenced, and the data flow, the requirement and the QoS requirement of each communication unit can be monitored in real time to determine.
The saidThe corresponding dynamic adjustment coefficient reflects the change of the real-time network condition, and can be dynamically adjusted due to factors such as channel quality, interference and the like, so that the flexibility of spectrum allocation is ensured. Dynamic adjustment is performed according to network status and channel conditions, and calculation can be performed based on channel measurement results, historical usage data and network congestion conditions.
The N is the total number of communication units, the W is the total available spectrum width, and is determined by network infrastructure constraints, and can be determined by hardware capabilities and network design.
The design of the formula aims at realizing fair and efficient allocation of the available frequency spectrum according to the bandwidth requirement and dynamic adjustment coefficient of each communication unit. The dynamic allocation can ensure that the spectrum resources obtained by different communication units in the network are matched with the actual demands thereof, thereby improving the resource utilization efficiency of the whole network. An implementation may include:
1. preparing spectrum division:
-collecting information of all communication units in the current 5G-R network, including bandwidth requirements b_i (t) and real-time channel conditions etc. parameters of each unit, and establishing a list of available spectrum resources.
2. Spectrum demand analysis:
-using a network traffic analysis tool to monitor the bandwidth requirements of the respective communication units at time t, generating a requirement data set.
3. Dynamic adjustment coefficient calculation:
-dynamically adjusting the adjustment coefficient alpha_i (t) of each communication unit using a machine learning based algorithm according to the real-time network conditions of the communication units (e.g. channel quality, interference situation, etc.).
4. Spectrum allocation calculation:
-applying a formula to calculate the available spectral width s_i (t) of each communication unit one by one, ensuring allocation within the total spectrum W.
Through the steps, the dynamic allocation of the available frequency spectrum in the 5G-R network can be realized, and the communication efficiency and the user experience of the whole network are improved.
S202, in each communication unit allocated to the frequency spectrum, monitoring the channel state of a communication channel in real time, and calculating the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel; specifically, this process may include the steps of:
-monitoring channel conditions in real time: the status of the communication channel is monitored using various sensors and algorithms, including signal power, noise power, and interference power. These data can provide real-time performance information of the channel.
-Calculating a multidimensional signal-to-noise ratio: the multidimensional signal to noise ratio is an important indicator for evaluating the channel quality. Through the formula calculation MDSNR, the strength of the signal compared with noise and interference can be reflected, so that whether the channel is suitable for efficient data transmission or not can be judged.
-Calculating the integrated error rate: the comprehensive error rate is to comprehensively evaluate the error condition of the channel under specific conditions from multiple dimensions (different channel components), and the overall channel quality can be accurately reflected through the weight setting of the different channel components. The action significance is as follows:
-optimizing the modulation and coding scheme: by acquiring the channel state and the performance index in real time, the optimal modulation mode and coding scheme (such as QPSK, 16QAM, LDPC code and the like) can be selected according to the current channel condition, so that the efficiency and the reliability of information transmission are improved.
-Enhancing the anti-interference capability: MDSNR and CBER calculations help to evaluate the interference immunity of the channel, in case of severe interference, the system can automatically reduce the modulation level or change the coding strategy to ensure reliability.
-Enhancing the user experience: by adjusting the use strategy of the channel in real time, the error rate of data transmission can be effectively reduced, the service quality of the network is improved, and the experience of a user is finally enhanced.
Through the dynamic adjustment and the real-time monitoring, the 5G-R network can keep high-efficiency and stable communication capacity, and is suitable for the continuously-changing communication environment and requirements.
Specifically, a calculation formula of the multidimensional signal-to-noise ratio and the comprehensive error rate may include:
wherein the said For the multidimensional signal-to-noise ratio of the communication channel of the ith communication unit at time t, the signal strength is reflected with respect to the strength of noise and interference, the higher the value the better the channel quality.
The saidThe signal power of the ith communication channel at time t represents the strength of the effective signal. The measurements may be made in real time by a receiving antenna or receiver, for example using a power meter, signal analyzer, etc.
The saidThe noise power for the ith communication channel at time t, includes all background noise. The measurement may be performed using a noise measurement device or estimated from an ambient noise model.
The saidInterference from other channels or communication units is indicated for the interference power of the ith communication channel at time t. Can be obtained by scanning and analyzing the surrounding signal environment, and the interference source needs to be identified by means of multipath measurement technology.
The saidThe integrated error rate of the ith communication channel at time t represents the probability of error occurring during data transmission and is an important index for evaluating the communication quality.
The saidIs the firstThe weight coefficients of the individual channel components reflect the importance of the different channel components in the integrated bit error rate calculation. The optimal value can be set according to historical communication data and channel performance, and can be obtained through experiments.
The saidFor the number of channel components, saidThe error rate, which is a gaussian error function, is commonly used in communication systems to calculate the error rate, which represents the probability of a symbol being decoded in error given the signal-to-noise ratio.
The design of the above formula aims to accurately evaluate the quality and reliability of the communication channel. By calculating the multidimensional signal-to-noise ratio (MDSNR) and the Comprehensive Bit Error Rate (CBER), the formula provides basic data of an optimized modulation mode for a communication system, and is beneficial to improving the stability and the speed of data transmission.
S203, determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate;
Specifically, a modulation method may include: QPSK, 16QAM, 64QAM, and 256QAM, the coding scheme may include: convolutional codes, turbo codes, and LDPC codes. Wherein, the modulation mode can be determined by the comprehensive error rate, and the coding scheme can be determined by self.
Specifically, the modulation method may include:
-QPSK (quadrature phase shift keying): data transmission is carried out through four phases, and each symbol carries 2 bits of information, so that the complexity is relatively low and the anti-interference capability is good.
16QAM (16 th order quadrature amplitude modulation): each symbol carries 4 bits of information, so that the data transmission rate is improved, and the method is suitable for the condition of better channel quality.
-64QAM (64 th order quadrature amplitude modulation): further increases to 6 bits per symbol, is suitable for high signal to noise ratio environments, and can realize higher transmission rates.
256QAM (256-order quadrature amplitude modulation): each symbol carries 8 bits and is suitable for very good channel conditions, and very high rates can be achieved, but the requirements on channel quality are very high.
The coding scheme may include:
-convolutional codes: the reliability of data transmission is improved by maintaining certain redundancy, and the method is suitable for real-time application.
-Turbo code: with two or more convolutional encoders and interleavers, efficient error correction can be achieved at conditions approaching the shannon limit.
-LDPC (low density parity check code): an efficient error correction code having a low error rate is suitable for large capacity data transmission.
The modulation mode of the ith communication unit at time t can be determined according to the following formula:
wherein the said Representation and rendering ofThe value of m reaches the maximum, theThe data transmission capability is reflected for throughput when the mth modulation scheme is adopted. By evaluating the data transmission capacity under different modulation schemes, the optimal data transmission scheme under the available channel conditions is determined.
The comprehensive error rate when the mth modulation mode is adopted is represented, and the influence of the error code under the mth modulation mode is represented, so that the effective transmission quality is influenced.And evaluating the performance of the specific modulation mode under the specific channel condition for the dynamic modulation gain coefficient of the mth modulation mode, thereby being beneficial to understanding the influence of the modulation mode on the performance of the communication link.
The formula aims to select a modulation scheme suitable for the ith communication unit at a specific time t so that the modulation scheme is optimally balanced between the integrated bit error rate (CBER) and the throughput. By maximizing this ratio, the modulation scheme with the highest transmission efficiency can be effectively selected.
In this step, the modulation scheme most suitable for the current channel condition is selected according to the real-time calculated integrated bit error rate (CBER). CBER is a comprehensive assessment of the communication channel, which reflects the likelihood of data transmission errors for a given modulation scheme.
-Dynamic selection: through real-time channel condition monitoring, signal and noise analysis, a pre-defined algorithm (such as argmax in the formula) is used to select the optimal modulation scheme.
-Real-time feedback: the process is dynamic, meaning that as channel conditions change, the modulation strategy will also change to cope with different channel quality and traffic demands.
The action significance is as follows:
-improving network reliability: by selecting proper modulation mode and coding scheme, error rate can be reduced obviously, and reliability of data transmission can be improved, especially in channel environment with frequent change.
-Optimizing data transmission efficiency: according to the current channel condition, the modulation and coding strategy is reasonably selected, so that the data throughput can be improved to the maximum extent, and the high bandwidth requirement is met.
-Enhancing the user experience: and stable connection quality and high data transmission rate are maintained under various operation conditions, and service experience and satisfaction of users are improved.
In a word, the communication modulation mode and the coding scheme are dynamically determined based on the comprehensive error rate, so that not only are the effectiveness and the reliability of data transmission ensured, but also necessary flexibility and adaptability are provided for the 5G-R network.
S204, splitting the data to be transmitted into a plurality of groups of sub-data corresponding to a plurality of communication units, respectively modulating and encoding each group of sub-data by utilizing a corresponding determined communication modulation mode and encoding scheme, and transmitting the sub-data through the corresponding communication units.
The key of the step is to effectively split the data to be transmitted into a plurality of sub-data according to the channel state monitored in real time aiming at the characteristics of the 5G-R network, and determine an applicable modulation mode and coding scheme for each group of sub-data so as to ensure the efficiency and reliability of the information in the transmission process. The significance of the action is as follows:
-efficient use of spectrum resources: this procedure ensures maximum utilization of the data when using the spectrum, optimizing the overall network resource consumption by being reasonably allocated to the different communication units.
-Improving transmission reliability: by selecting the most suitable modulation mode and coding scheme for each group of sub-data, the error rate can be obviously reduced, the success rate of data transmission is increased, and the reliability of a communication link is improved.
-Adapting to a dynamic environment: the step can adjust the transmission scheme in real time, respond to the change of the channel condition, provide the optimal communication service, and ensure the stability and fluency of the user experience.
Specifically, one implementation may include:
1. Data receiving and preprocessing:
-receiving a data stream (DATA STREAM) to be transmitted.
Preliminary pre-processing, including removing redundant information, data formatting, etc., ensures that the data can be efficiently split and processed.
2. Determining the number of sub-data sets:
-determining the number of communication units (N) required according to the current network conditions, the size of the data to be transmitted and the bandwidth requirements of each communication unit.
3. Splitting data:
-splitting the Data stream to be transmitted into N Sub Data groups (Sub Data groups), marking the start and stop positions of each Sub Data Group in the overall Data stream.
4. Modulation and coding:
-performing the modulation and coding steps. The previously selected modulation scheme and coding scheme is applied to each sub-data group:
-converting the sub-data into signal form using a modulation algorithm.
-Applying a coding algorithm to ensure that the data is able to correct errors in the transmission and to improve the reliability of the transmission.
5. Transmitting by the communication unit:
-transmitting each set of modulated and encoded sub-data via a respective communication unit.
Maintaining a synchronization mechanism, ensuring that the sub-data sets are sent in a predetermined order or time window, to avoid data loss or confusion.
6. Monitoring and feedback:
-monitoring the channel state in real time during transmission, collecting feedback information, and adjusting the subsequent transmission scheme as required. The process can be optimized by using an adaptive adjustment mechanism through historical performance data and real-time monitoring data.
Through the steps, efficient and reliable 5G-R network data transmission can be realized, and good communication quality and user experience are ensured to be maintained under the continuously-changing network conditions.
It can be seen that the available spectrum is dynamically allocated to a plurality of communication units of the 5G-R network; in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated; determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate; the data to be transmitted is split into a plurality of groups of sub data corresponding to a plurality of communication units, each group of sub data is modulated and coded respectively by utilizing a corresponding determined communication modulation mode and coding scheme, and the sub data is transmitted through the corresponding communication units, so that the frequency spectrum utilization rate and the communication quality of a railway communication system can be improved, and the requirements of the modern railway system on high-bandwidth, low-delay and high-reliability communication are met.
Still another embodiment of the present invention provides a 5G-R based data communication system, see fig. 3, which may include:
an allocation module 301, configured to dynamically allocate an available spectrum to a plurality of communication units of the 5G-R network;
the monitoring module 302 is configured to monitor, in real time, a channel state of a communication channel in each communication unit allocated to a frequency spectrum, and calculate a multidimensional signal-to-noise ratio and a comprehensive bit error rate of a current channel;
A determining module 303, configured to determine a corresponding communication modulation mode and a coding scheme according to the integrated error rate;
The communication module 304 is configured to split data to be transmitted into multiple groups of sub-data corresponding to multiple communication units, modulate and encode each group of sub-data respectively by using the corresponding determined communication modulation scheme and coding scheme, and transmit the sub-data through the corresponding communication units.
It can be seen that the available spectrum is dynamically allocated to a plurality of communication units of the 5G-R network; in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated; determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate; the data to be transmitted is split into a plurality of groups of sub data corresponding to a plurality of communication units, each group of sub data is modulated and coded respectively by utilizing a corresponding determined communication modulation mode and coding scheme, and the sub data is transmitted through the corresponding communication units, so that the frequency spectrum utilization rate and the communication quality of a railway communication system can be improved, and the requirements of the modern railway system on high-bandwidth, low-delay and high-reliability communication are met.
The embodiment of the invention also provides a storage medium, in which a computer program is stored, wherein the computer program is configured to perform the steps of any of the method embodiments described above when run.
Specifically, in the present embodiment, the above-described storage medium may be configured to store a computer program for executing the steps of:
s201, dynamically distributing available frequency spectrum to a plurality of communication units of the 5G-R network;
S202, in each communication unit allocated to the frequency spectrum, monitoring the channel state of a communication channel in real time, and calculating the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel;
S203, determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate;
s204, splitting the data to be transmitted into a plurality of groups of sub-data corresponding to a plurality of communication units, respectively modulating and encoding each group of sub-data by utilizing a corresponding determined communication modulation mode and encoding scheme, and transmitting the sub-data through the corresponding communication units.
It can be seen that the available spectrum is dynamically allocated to a plurality of communication units of the 5G-R network; in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated; determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate; the data to be transmitted is split into a plurality of groups of sub data corresponding to a plurality of communication units, each group of sub data is modulated and coded respectively by utilizing a corresponding determined communication modulation mode and coding scheme, and the sub data is transmitted through the corresponding communication units, so that the frequency spectrum utilization rate and the communication quality of a railway communication system can be improved, and the requirements of the modern railway system on high-bandwidth, low-delay and high-reliability communication are met.
The present invention also provides an electronic device comprising a memory having a computer program stored therein and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
Specifically, the electronic apparatus may further include a transmission device and an input/output device, where the transmission device is connected to the processor, and the input/output device is connected to the processor.
Specifically, in the present embodiment, the above-described processor may be configured to execute the following steps by a computer program:
s201, dynamically distributing available frequency spectrum to a plurality of communication units of the 5G-R network;
S202, in each communication unit allocated to the frequency spectrum, monitoring the channel state of a communication channel in real time, and calculating the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel;
S203, determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate;
s204, splitting the data to be transmitted into a plurality of groups of sub-data corresponding to a plurality of communication units, respectively modulating and encoding each group of sub-data by utilizing a corresponding determined communication modulation mode and encoding scheme, and transmitting the sub-data through the corresponding communication units.
It can be seen that the available spectrum is dynamically allocated to a plurality of communication units of the 5G-R network; in each communication unit allocated to the frequency spectrum, the channel state of the communication channel is monitored in real time, and the multidimensional signal-to-noise ratio and the comprehensive error rate of the current channel are calculated; determining a corresponding communication modulation mode and a corresponding coding scheme according to the comprehensive error rate; the data to be transmitted is split into a plurality of groups of sub data corresponding to a plurality of communication units, each group of sub data is modulated and coded respectively by utilizing a corresponding determined communication modulation mode and coding scheme, and the sub data is transmitted through the corresponding communication units, so that the frequency spectrum utilization rate and the communication quality of a railway communication system can be improved, and the requirements of the modern railway system on high-bandwidth, low-delay and high-reliability communication are met.
The construction, features and effects of the present invention have been described in detail with reference to the embodiments shown in the drawings, but the above description is only a preferred embodiment of the present invention, but the present invention is not limited to the embodiments shown in the drawings, all changes, or modifications to the teachings of the invention, which fall within the meaning and range of equivalents are intended to be embraced therein, are intended to be embraced therein.

Claims (8)

1.一种基于5G-R的数据通信方法,其特征在于,所述方法包括:1. A data communication method based on 5G-R, characterized in that the method comprises: 将可用频谱动态分配给5G-R网络的多个通信单元;Dynamically allocate available spectrum to multiple communication units in a 5G-R network; 在每个分配到频谱的通信单元内,对通信信道的信道状态进行实时监测,计算当前信道的多维信噪比和综合误码率;所述多维信噪比和综合误码率的计算公式包括:In each communication unit allocated to the spectrum, the channel state of the communication channel is monitored in real time, and the multi-dimensional signal-to-noise ratio and the comprehensive bit error rate of the current channel are calculated; the calculation formula of the multi-dimensional signal-to-noise ratio and the comprehensive bit error rate includes: 其中,所述为在时间t时刻第i个通信单元的通信信道的多维信噪比,所述为在时间t时刻第i个通信信道的信号功率,所述为在时间t时刻第i个通信信道的噪声功率,所述为在时间t时刻第i个通信信道的干扰功率; Among them, the is the multidimensional signal-to-noise ratio of the communication channel of the ith communication unit at time t, is the signal power of the ith communication channel at time t, is the noise power of the ith communication channel at time t, is the interference power of the ith communication channel at time t; 所述为在时间t时刻第i个通信信道的综合误码率,所述为第个信道分量的权重系数,所述为信道分量数,所述为高斯误差函数;Said is the comprehensive bit error rate of the ith communication channel at time t, For the The weight coefficients of the channel components are is the number of channel components, is the Gaussian error function; 根据所述综合误码率,确定对应的通信调制方式和编码方案;Determine the corresponding communication modulation mode and coding scheme according to the comprehensive bit error rate; 对待传输数据拆分为多个通信单元对应的多组子数据,利用对应确定的通信调制方式和编码方案,将各组子数据分别进行调制和编码,并通过对应的通信单元进行传输。The data to be transmitted is split into multiple groups of sub-data corresponding to multiple communication units, and each group of sub-data is modulated and encoded respectively using a corresponding communication modulation mode and coding scheme, and transmitted through the corresponding communication unit. 2.根据权利要求1所述的方法,其特征在于,其中,每个通信单元分配到的频谱为:2. The method according to claim 1, wherein the spectrum allocated to each communication unit is: 其中,所述表示在时间t时刻分配给第i个通信单元的可用频谱宽度,所述表示在时间t时刻第i个通信单元的带宽需求,所述为对应的动态调整系数,所述为通信单元总数,所述为可用频谱总宽度。 Among them, the represents the available spectrum width allocated to the i-th communication unit at time t, represents the bandwidth requirement of the i-th communication unit at time t, is the corresponding dynamic adjustment coefficient, is the total number of communication units, is the total available spectrum width. 3.根据权利要求2所述的方法,其特征在于,所述调制方式包括:QPSK、16QAM、64QAM及256QAM,所述编码方案包括:卷积码、Turbo码及LDPC码;3. The method according to claim 2, characterized in that the modulation mode includes: QPSK, 16QAM, 64QAM and 256QAM, and the coding scheme includes: convolutional code, Turbo code and LDPC code; 其中,根据以下公式,确定第i个通信单元在时间t时刻的调制方式:Among them, the modulation mode of the i-th communication unit at time t is determined according to the following formula: 其中,所述表示使达到最大时的m的取值,所述为采用第m种调制方式时的吞吐量,所述表示采用第m种调制方式时的综合误码率,所述为第m种调制方式的动态调制增益系数。 Among them, the Indicates The value of m when reaching the maximum value is is the throughput when the mth modulation mode is adopted, represents the comprehensive bit error rate when the mth modulation mode is adopted, is the dynamic modulation gain coefficient of the mth modulation mode. 4.一种基于5G-R的数据通信系统,其特征在于,所述系统包括:4. A data communication system based on 5G-R, characterized in that the system comprises: 分配模块,用于将可用频谱动态分配给5G-R网络的多个通信单元;An allocation module for dynamically allocating available spectrum to multiple communication units of a 5G-R network; 监测模块,用于在每个分配到频谱的通信单元内,对通信信道的信道状态进行实时监测,计算当前信道的多维信噪比和综合误码率;所述多维信噪比和综合误码率的计算公式包括:The monitoring module is used to monitor the channel status of the communication channel in real time in each communication unit allocated to the spectrum, and calculate the multi-dimensional signal-to-noise ratio and the comprehensive bit error rate of the current channel; the calculation formula of the multi-dimensional signal-to-noise ratio and the comprehensive bit error rate includes: 其中,所述为在时间t时刻第i个通信单元的通信信道的多维信噪比,所述为在时间t时刻第i个通信信道的信号功率,所述为在时间t时刻第i个通信信道的噪声功率,所述为在时间t时刻第i个通信信道的干扰功率; Among them, the is the multidimensional signal-to-noise ratio of the communication channel of the ith communication unit at time t, is the signal power of the ith communication channel at time t, is the noise power of the ith communication channel at time t, is the interference power of the ith communication channel at time t; 所述为在时间t时刻第i个通信信道的综合误码率,所述为第个信道分量的权重系数,所述为信道分量数,所述为高斯误差函数;Said is the comprehensive bit error rate of the ith communication channel at time t, For the The weight coefficients of the channel components are is the number of channel components, is the Gaussian error function; 确定模块,用于根据所述综合误码率,确定对应的通信调制方式和编码方案;A determination module, used to determine a corresponding communication modulation mode and coding scheme according to the comprehensive bit error rate; 通信模块,用于对待传输数据拆分为多个通信单元对应的多组子数据,利用对应确定的通信调制方式和编码方案,将各组子数据分别进行调制和编码,并通过对应的通信单元进行传输。The communication module is used to split the data to be transmitted into multiple groups of sub-data corresponding to multiple communication units, modulate and encode each group of sub-data respectively using the corresponding communication modulation mode and coding scheme, and transmit them through the corresponding communication unit. 5.根据权利要求4所述的系统,其特征在于,其中,每个通信单元分配到的频谱为:5. The system according to claim 4, wherein the spectrum allocated to each communication unit is: 其中,所述表示在时间t时刻分配给第i个通信单元的可用频谱宽度,所述表示在时间t时刻第i个通信单元的带宽需求,所述为对应的动态调整系数,所述为通信单元总数,所述为可用频谱总宽度。 Among them, the represents the available spectrum width allocated to the i-th communication unit at time t, represents the bandwidth requirement of the i-th communication unit at time t, is the corresponding dynamic adjustment coefficient, is the total number of communication units, is the total available spectrum width. 6.根据权利要求5所述的系统,其特征在于,所述调制方式包括:QPSK、16QAM、64QAM及256QAM,所述编码方案包括:卷积码、Turbo码及LDPC码;6. The system according to claim 5, characterized in that the modulation mode includes: QPSK, 16QAM, 64QAM and 256QAM, and the coding scheme includes: convolutional code, Turbo code and LDPC code; 其中,根据以下公式,确定第i个通信单元在时间t时刻的调制方式:Among them, the modulation mode of the i-th communication unit at time t is determined according to the following formula: 其中,所述表示使达到最大时的m的取值,所述为采用第m种调制方式时的吞吐量,所述表示采用第m种调制方式时的综合误码率,所述为第m种调制方式的动态调制增益系数。 Among them, the Indicates The value of m when reaching the maximum value is is the throughput when the mth modulation mode is adopted, represents the comprehensive bit error rate when the mth modulation mode is adopted, is the dynamic modulation gain coefficient of the mth modulation mode. 7.一种存储介质,其特征在于,所述存储介质中存储有计算机程序,其中,所述计算机程序被设置为运行时执行权利要求1-3中任一项所述的方法。7. A storage medium, characterized in that a computer program is stored in the storage medium, wherein the computer program is configured to execute the method according to any one of claims 1 to 3 when running. 8.一种电子设备,包括存储器和处理器,其特征在于,所述存储器中存储有计算机程序,所述处理器被设置为运行所述计算机程序以执行权利要求1-3中任一项所述的方法。8. An electronic device comprising a memory and a processor, wherein a computer program is stored in the memory, and the processor is configured to run the computer program to execute the method according to any one of claims 1 to 3.
CN202411183719.3A 2024-08-27 2024-08-27 Data communication method and system based on 5G-R Active CN118714655B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202411183719.3A CN118714655B (en) 2024-08-27 2024-08-27 Data communication method and system based on 5G-R

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202411183719.3A CN118714655B (en) 2024-08-27 2024-08-27 Data communication method and system based on 5G-R

Publications (2)

Publication Number Publication Date
CN118714655A CN118714655A (en) 2024-09-27
CN118714655B true CN118714655B (en) 2024-11-08

Family

ID=92807971

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202411183719.3A Active CN118714655B (en) 2024-08-27 2024-08-27 Data communication method and system based on 5G-R

Country Status (1)

Country Link
CN (1) CN118714655B (en)

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8553818B2 (en) * 2006-11-02 2013-10-08 Lg Electronics Inc. Method for determining modulation and coding scheme
US20110230197A1 (en) * 2010-03-22 2011-09-22 Shiquan Wu System and apparatus for high speed train communication
CN104468032B (en) * 2014-11-04 2019-03-01 北京邮电大学 A kind of mobile broadband satellite communication system Adaptive Modulation and Coding beam switching method applied to high-speed railway
CN107645366B (en) * 2017-09-26 2020-08-04 中国铁路总公司 Adaptive modulation transmission method under high-speed mobile environment
CN108155973B (en) * 2018-01-03 2020-11-03 武汉虹信通信技术有限责任公司 Modulation coding strategy determining method and device
MX2021013541A (en) * 2020-11-04 2022-08-22 Meteorcomm Llc Adaptive coding, modulation, and power control for positive train control systems.
CN112367638A (en) * 2021-01-12 2021-02-12 华东交通大学 Intelligent frequency spectrum selection method for vehicle-vehicle communication of urban rail transit vehicle
CN117425211A (en) * 2023-11-20 2024-01-19 南京邮电大学 Resource scheduling method based on link self-adaption
CN117956557A (en) * 2024-01-31 2024-04-30 中铁第四勘察设计院集团有限公司 5G-R base station energy-saving control and system based on service load prediction

Also Published As

Publication number Publication date
CN118714655A (en) 2024-09-27

Similar Documents

Publication Publication Date Title
CN109150403B (en) Method and device for determining size of transmission block
CN1833420B (en) Techniques for Selecting Transmission Parameters
US8364179B2 (en) Feedback-based management of variable-rate communication links
US9032267B2 (en) Multicarrier mobile communication system
EP3123684B1 (en) Transmitter devices and method thereof
US20020061073A1 (en) Apparatus and method for controlling wireless communication signals
EP3306847A2 (en) Communication apparatus, communication system, and communication method
JP2001515666A (en) Cellular communication system using multiple code rates
JP2011504040A (en) Method and apparatus for transmitting channel quality information in a wireless communication system
CN102111242B (en) Method for reducing narrowband noise interference in power line carrier communication
CN104427602A (en) Power control method and power control device
CN100420175C (en) Selection between two different coding schemes and corresponding modulation shemes according to the allowable transmission delay of the data
CN101601203B (en) Method and apparatus for transmitting frames across a communication network
US20140192851A1 (en) Adjusting physical layer transmission properties
CN118714655B (en) Data communication method and system based on 5G-R
CN107370564B (en) Polarization code processing method and device and node
CN103686444A (en) A video transmission scheme with end-to-end QoS guarantee in MIMO OFDM system
CN110933708B (en) Resource allocation method and device for relay-assisted intelligent factory communication
CN102123508A (en) Time slot resource allocation method and device
CN105959085A (en) Short-wave communication two-way transmission mode based on fountain code
CN115396855B (en) Intelligent data processing method in industrial Internet of things
CN113890686B (en) Polarization code processing method and device and node
CN114039700A (en) Edge computing system for low-bandwidth satellite communication and working method
US8064396B2 (en) Communication method and a radio system
CN115396854B (en) A data transmission method, a first communication node and a system in an industrial Internet of Things

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant