WO2021136400A1 - 上行信号压缩传输方法、系统、计算机设备和存储介质 - Google Patents
上行信号压缩传输方法、系统、计算机设备和存储介质 Download PDFInfo
- Publication number
- WO2021136400A1 WO2021136400A1 PCT/CN2020/141491 CN2020141491W WO2021136400A1 WO 2021136400 A1 WO2021136400 A1 WO 2021136400A1 CN 2020141491 W CN2020141491 W CN 2020141491W WO 2021136400 A1 WO2021136400 A1 WO 2021136400A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- sequence
- syndrome
- remote radio
- quantized
- processing unit
- Prior art date
Links
- 230000005540 biological transmission Effects 0.000 title claims abstract description 82
- 238000007906 compression Methods 0.000 title claims abstract description 77
- 230000006835 compression Effects 0.000 title claims abstract description 77
- 238000000034 method Methods 0.000 title claims abstract description 61
- 238000013139 quantization Methods 0.000 claims description 87
- 208000011580 syndromic disease Diseases 0.000 claims description 69
- 238000012545 processing Methods 0.000 claims description 67
- 238000004590 computer program Methods 0.000 claims description 19
- 239000011159 matrix material Substances 0.000 claims description 8
- 238000005457 optimization Methods 0.000 claims description 7
- 238000006243 chemical reaction Methods 0.000 claims description 6
- 230000008569 process Effects 0.000 abstract description 5
- 238000011002 quantification Methods 0.000 abstract description 5
- 238000010586 diagram Methods 0.000 description 8
- 238000007781 pre-processing Methods 0.000 description 6
- 238000013144 data compression Methods 0.000 description 5
- 239000013307 optical fiber Substances 0.000 description 5
- 238000004891 communication Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000004422 calculation algorithm Methods 0.000 description 2
- 230000006837 decompression Effects 0.000 description 2
- 238000007689 inspection Methods 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 238000001228 spectrum Methods 0.000 description 2
- 230000001360 synchronised effect Effects 0.000 description 2
- 230000007704 transition Effects 0.000 description 2
- 238000004364 calculation method Methods 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000010363 phase shift Effects 0.000 description 1
- 230000011664 signaling Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
- 238000011144 upstream manufacturing Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/06—Optimizing the usage of the radio link, e.g. header compression, information sizing, discarding information
-
- 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
- H04L1/0061—Error detection codes
Definitions
- This application relates to the field of communication technology, and in particular to a method, system, computer equipment, and storage medium for compressing and transmitting uplink signals in a distributed antenna system.
- DAS Distributed-Antenna System
- BBU baseband processing unit
- BS base station
- the remote radio unit quantizes and forwards the signal, and transmits the digital signal to the baseband processing unit BBU via optical fiber or coaxial cable.
- the amount of data transmitted in the uplink in the distributed antenna system in the related art is large, and the data transmission rate cannot meet the ever-increasing data transmission demand.
- an uplink signal compression transmission method which includes the following steps:
- the first remote radio head RRH1 and the second remote radio head RRH2 receive the uplink modulated signal transmitted by the same user terminal;
- the first remote radio head RRH1 preprocesses and quantizes the uplink modulation signal to obtain a first quantization sequence, and sends the first quantization signal to the baseband processing unit BBU;
- the second remote radio head RRH2 preprocesses and quantizes the uplink modulated signal to obtain a second quantization sequence, performs low-density parity check LDPC compression coding on the second quantization sequence to obtain a syndrome, and sends the syndrome to The baseband processing unit BBU, wherein the baseband processing unit BBU performs low-density parity check LDPC decoding according to the syndrome and the first quantized signal.
- the performing low-density parity-check LDPC compression coding on the second quantized sequence to obtain the syndrome includes: performing low-density parity-check LDPC compression coding on the second quantized sequence to obtain the syndrome, And obtain an extra bit sequence according to the link capacity between the second remote radio head RRH2 and the baseband processing unit BBU, and send the syndrome and the extra bit sequence to the baseband processing unit BBU, where all The baseband processing unit BBU performs low-density parity-check LDPC decoding according to the first quantized signal of the syndrome, and obtains a quantized signal according to the decoding output result and the additional bit sequence, wherein a plurality of the The quantized signal constitutes the second quantized sequence.
- the performing low-density parity-check LDPC compression coding on the second quantization sequence to obtain the syndrome includes: calculating the external information of the variable node, where the external information meets a preset condition and is determined by When the code rate determined by the code length formula is the largest, obtain the degree distribution of the edge of the variable node, and obtain the optimization degree distribution of the variable node through conversion; compare the second quantization sequence with the lower of the optimization degree distribution The density parity check LDPC check matrix is multiplied by modulo two to obtain the syndrome.
- an uplink signal compression transmission method includes: a baseband processing unit BBU receives a first quantization sequence sent by a first remote radio head RRH1 and a second remote radio projector RRH2 The sent syndrome; perform low-density parity check LDCP decoding according to the first quantization sequence and the syndrome.
- the method includes: the baseband processing unit BBU receives the first quantization sequence sent by the first remote radio head RRH1 and the syndrome and the extra bit sequence sent by the second remote radio projector RRH2;
- an uplink signal compression transmission system includes a first remote radio head RRH1, a second remote radio head RRH2, and a baseband processing unit BBU;
- the first remote radio head RRH1 preprocesses and quantizes the uplink modulated signal to obtain a first quantization sequence, and sends the first quantization sequence to the baseband processing unit BBU; the second remote radio head RRH2 pair
- the uplink modulated signal is preprocessed and quantized to obtain a second quantized sequence, and the second quantized sequence is subjected to low-density parity check LDPC compression coding to obtain a syndrome and an extra bit sequence, and the syndrome and the extra bit
- the sequence is sent to the baseband processing unit BBU; the baseband processing unit BBU receives the first quantization sequence sent by the first remote radio head RRH1 and the syndrome and additional bit sequence sent by the second remote radio projector RRH2; according to the The first quantization sequence and the syndrome are subjected to low-density parity check LDCP decoding, and a quantized signal is obtained according to the decoding output result and the additional bit sequence.
- the system further includes a user terminal.
- the user terminal performs rateless coding on the original information to obtain a rateless coding codeword, and modulates the rateless coding codeword to obtain the uplink modulation information;
- the baseband processing unit BBU is also used to perform rateless code decoding on the quantized signal.
- the second remote radio head RRH2 calculates the external information of the variable node, and when the external information satisfies a preset condition and the code rate determined by the code length formula is the largest, obtains the The degree distribution of the edge of the variable node is converted to obtain the optimized degree distribution of the variable node, and the second quantization sequence is multiplied by the low-density parity check LDPC check matrix of the optimized degree distribution by modulo two to obtain the Said concomitant
- the number of signals in the additional bit sequence is determined according to the link capacity between the second remote radio head RRH2 and the baseband processing unit BBU and the length of the second quantization sequence, and the additional bit sequence is generated.
- a computer device including a memory, a processor, and a computer program stored in the memory and capable of running on the processor.
- the processor implements the above-mentioned uplink when the computer program is executed. The method of signal compression and transmission.
- a computer-readable storage medium on which a computer program is stored, and the computer program is executed by a processor to realize the above-mentioned signal compression transmission method.
- the above-mentioned uplink signal compression transmission method, system, computer equipment and storage medium have the following advantages:
- the first radio remote head RRH1 preprocesses and quantizes the uplink modulated signal to obtain the first quantization sequence and sends it to the baseband processing unit BBU; the second radio frequency
- the remote head RRH2 preprocesses and quantizes the uplink modulated signal to obtain the second quantization sequence and performs low-density parity check LDPC compression coding to obtain the syndrome, and sends the syndrome to the baseband processing unit BBU, thus realizing the use of distributed source coding Compress and transmit the uplink signal, reduce the amount of data in actual transmission, and improve the data compression and transmission rate.
- Fig. 1 is an application scenario diagram of an uplink signal compression transmission method according to an embodiment of the present application.
- FIG. 2 is a first flowchart of an uplink signal compression transmission method according to an embodiment of the present application.
- Fig. 3 is a second flowchart of an uplink signal compression transmission method according to an embodiment of the present application.
- Fig. 4 is a third flowchart of the uplink signal compression transmission method according to an embodiment of the present application.
- FIG. 5 is a first flowchart of a method for compressing and transmitting an uplink signal according to another embodiment of the present application.
- FIG. 6 is a second flowchart of a method for compressing and transmitting an uplink signal according to another embodiment of the present application.
- FIG. 7 is a first schematic diagram of an uplink signal compression transmission system according to an embodiment of the present application.
- Fig. 8 is a second schematic diagram of an uplink signal compression transmission system according to an embodiment of the present application.
- Fig. 9 is a third schematic diagram of an uplink signal compression transmission system according to an embodiment of the present application.
- first”, “second”, and “third” in the embodiments of the present application are only used for descriptive purposes, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of indicated technical features. Thus, the features defined with “first”, “second”, and “third” may explicitly or implicitly include at least one of the features.
- “a plurality of” means at least two, such as two, three, etc., unless otherwise specifically defined.
- the terms “including” and “having” and any variations of them are intended to cover non-exclusive inclusions.
- FIG. 1 is an application scenario diagram of an uplink signal compression transmission method in an embodiment of this application.
- the uplink signal compression transmission method provided by this application can be applied to the application environment shown in FIG. 1.
- the user terminal 102 communicates with the remote radio head 104 through a wireless network, and each remote radio head 104 communicates with the baseband processing unit 106 through an optical fiber or a coaxial cable.
- the user terminal 102 needs to transmit an uplink modulated signal
- at least two remote radio heads RRH2 receive the uplink modulated signal transmitted by the user terminal 102 at the same time.
- the terminal 102 may be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices.
- FIG. 2 is the first flow chart of the uplink signal compression transmission method in the embodiment of the present application. It provides an uplink signal compression transmission method. The method is applied to the remote radio head RRH104 in FIG. 1 as an example. Instructions, including the following steps:
- Step S210 the first remote radio head RRH1 and the second remote radio head RRH2 receive the uplink modulated signal transmitted by the same user terminal;
- the first remote radio head RRH1 and the second remote radio head RRH2 are both remote radio heads covering the user end.
- the first remote radio head RRH1 and the second remote radio head RRH1 RRH2 can receive the uplink modulated signal of the user.
- Step S220 the first remote radio head RRH1 preprocesses and quantizes the uplink modulated signal to obtain a first quantization sequence, and sends the first quantization sequence to the baseband processing unit BBU;
- the first remote radio head RRH1 preprocesses the received uplink modulation signal to obtain a baseband signal, and quantizes the baseband signal to obtain a first quantization sequence.
- the RRH quantizer quantizes the signal.
- q -M , q k , q M refer to the quantized signal The actual quantization level value.
- RRH converts the obtained N quantized signals into b-bit binary.
- the sequence of RRH1 quantized a single signal is The length is b, where b is the quantization bit, and the N binary quantized signals are sequentially unified into a binary sequence of length Nb RRH1 converts the binary sequence Sent to the BBU through the high-speed link.
- Step S230 The second remote radio head RRH2 preprocesses and quantizes the uplink modulated signal to obtain a second quantization sequence.
- Step S240 Perform low-density parity check LDPC compression coding on the second quantized sequence to obtain the syndrome, and send the syndrome to the baseband processing unit BBU.
- step S230 the second remote radio head RRH2 preprocesses the received uplink modulation signal to obtain a baseband signal, and then performs quantization processing on the baseband signal to obtain a second quantization sequence.
- the sequence of a single quantized signal of RRH2 is The length is b, where b is the quantization bit, and the N binary quantized signals are sequentially unified into a binary sequence of length Nb
- RRH2 converts the binary sequence Multiply the degree-optimized LDPC inspection matrix H(m, Nb) by modulo two to obtain the corresponding syndrome
- the length is m, where H r is the cause sequence
- the transition probability of the corresponding r-th quantized bit in The calculated entropy where:
- the e in formula 2 is The transmission symbol corresponding to the sequence.
- the second radio remote head RRH2 will be accompanied by Sent to the BBU through the high-speed link.
- the uplink modulated signal from the user end is simultaneously transmitted to two remote radio heads RRH.
- the first remote radio head RRH1 preprocesses and quantizes the uplink modulated signal to obtain the first quantization sequence and sends it to the baseband Processing unit BBU;
- the second remote radio head RRH2 preprocesses and quantizes the uplink modulated signal to obtain the second quantization sequence and performs low-density parity check LDPC compression encoding to obtain the syndrome, and sends the syndrome to the baseband processing unit BBU to achieve
- It uses distributed source coding to compress and transmit uplink signals, reduces the amount of data in actual transmission, and improves data compression and transmission rate.
- FIG. 3 is the second flow chart of the uplink signal compression transmission method in the embodiment of the present application.
- the second quantization sequence is subjected to low-density parity check LDPC compression coding to obtain the syndrome, including:
- S310 Perform low-density parity-check LDPC compression encoding on the second quantization sequence to obtain a syndrome, and obtain an extra bit sequence according to the link capacity between the second radio remote head RRH2 and the baseband processing unit BBU, and the syndrome sum The extra bit sequence is sent to the baseband processing unit BBU.
- RRH2 converts the binary sequence Multiply the degree-optimized LDPC inspection matrix H(m, Nb) by modulo two to obtain the corresponding syndrome
- the length is m
- the remaining capacity is calculated according to the system transmission capacity R Randomly select from N quantized signals
- a signal is quantized with one bit more to get the length Extra bit sequence Concomitant And extra bit sequence Sent to the BBU through the high-speed link.
- the remaining capacity in the link is calculated based on the link transmission capacity between RRH2 and BBU and the capacity required for the transmission syndrome, and the remaining capacity is used to add one bit more to part of the signal in the quantized signal.
- Quantization improves the quantization accuracy of the signal, thereby realizing the compression and transmission of the uplink signal using distributed source coding, improving the data compressibility and transmission rate, improving the data accuracy and improving the error performance.
- Fig. 4 is the third flow chart of the uplink signal compression transmission method in the embodiment of the present application.
- the second quantization sequence is subjected to low-density parity-check LDPC compression coding, and the syndrome obtained includes:
- S410 Obtain the degree distribution of the edge of the variable node by calculating the external information of the variable node when the external information meets the preset condition and the code rate determined by the code length formula is the largest, and obtain the optimization degree of the variable node through conversion distributed;
- the degree of variable node of LDPC compression coding is optimized by the following method:
- the external information is:
- ⁇ d ⁇ is the coefficient of the degree distribution of the edge of the variable node
- d v is the maximum degree of the variable node
- H r is the entropy calculated by formula 2
- J is the external information function carried by the message that satisfies the symmetric Gaussian distribution .
- the external information contained in it is:
- the average external information sent by all variable nodes to the check node is:
- the external information returned by the check node to the variable node is:
- d c is the maximum degree of the check node
- ⁇ j is the proportion of the check node with degree j.
- ⁇ d ⁇ is the coefficient of the degree distribution of the edge of the variable node.
- the degree distribution ⁇ (x) of the edge can be obtained by the conventional linear programming solution method, It is to find the optimal degree of the check node through the exhaustive method. Pass again The variable node degree distribution ⁇ (x) of the optimal LDPC compression code is obtained by conversion.
- the variable node degree distribution optimization method of LDPC compression coding provided in this embodiment achieves better coding performance in system throughput, and further improves system transmission efficiency.
- FIG. 5 is the first flowchart of the uplink signal compression transmission method in another embodiment of the present application, and provides an uplink signal compression transmission method, which is applied to the baseband processing unit BBU106 in FIG. 1
- the method includes:
- the baseband processing unit BBU receives the first quantization sequence sent by the first remote radio head RRH1 and the syndrome sent by the second remote radio projector RRH2;
- S520 Perform low-density parity check LDCP decoding according to the first quantization sequence and the syndrome.
- the baseband processing unit BBU performs LDPC decompression and decoding according to the received first quantization sequence and the syndrome.
- the specific steps are as follows:
- variable node v transmits the message to the check node c Update to:
- v′ represents the variable node connected to the check node c outside the variable node v
- the input transition probability of each codeword bit to be decoded is among them Is the codeword of the i-th bit of RRH1 received by the BBU, Codeword The probability that the r-th bit of the sequence of symbols corresponding to RRH2 is 0, Codeword The probability that the r-th bit of the sequence of symbols corresponding to RRH2 is 1.
- Decision bit u's log-likelihood ratio information If LLR(u)>0, the information bit u is judged as 0, otherwise it is judged as 1, and the result is output according to the judgment.
- the above method for compressing and transmitting uplink signals is obtained by receiving the first quantization sequence obtained by the first remote radio head RRH1 preprocessing and quantizing the uplink modulated signal, and the second remote radio head RRH2 preprocessing and quantizing the uplink modulated signal to obtain the first quantization sequence.
- Two quantized sequences and low-density parity-check LDPC compression coding are performed to obtain the syndrome, and the LDPC decompression coding is performed according to the first quantization sequence and the syndrome, so as to realize the compression coding and transmission solution of the uplink signal using distributed source coding.
- Compression decoding reduces the amount of data in actual transmission and improves data compression, transmission rate and decoding accuracy.
- FIG. 6 is a second flowchart of an uplink signal compression transmission method in another embodiment of the present application, and the method includes:
- Step S610 The baseband processing unit BBU receives the first quantization sequence sent by the first remote radio head RRH1 and the syndrome and the extra bit sequence sent by the second remote radio projector RRH2;
- Step S620 Perform low-density parity check LDCP decoding according to the first quantization sequence and the syndrome, and obtain a quantized signal according to the decoding output result and the additional bit sequence, where a plurality of the quantized signals form the The second quantization sequence.
- the baseband processing unit BBU performs the corresponding translation according to the quantized bits of the quantized signal during encoding. code.
- Each signal is quantized with b+1 bits, according to the above decoding and decision method, according to the decision output result and extra bit sequence Reconvert the binary sequence into a quantized signal among them
- One is the first b-bit quantized signal,
- One is a b+1 bit quantized signal (low bit).
- FIG. 7 is the first schematic diagram of the uplink signal compression transmission system in the embodiment of the present application.
- An uplink signal compression transmission system is also provided.
- the system includes a first remote radio head 72 and a second radio frequency extension.
- the first remote radio head 72 preprocesses and quantizes the uplink modulated signal to obtain a first quantization sequence, and sends the first quantization sequence to the baseband processing unit 76;
- the second remote radio head 74 preprocesses and quantizes the uplink modulated signal to obtain a second quantization sequence, performs low-density parity check LDPC compression coding on the second quantization sequence, and obtains a syndrome and an extra bit sequence, which will be synonymous with the extra bit.
- the sequence is sent to the baseband processing unit 76;
- the baseband processing unit BBU receives the first quantization sequence sent by the first remote radio head RRH1 and the syndrome and extra bit sequence sent by the second remote radio projector RRH2; performs low-density parity check LDCP according to the first quantization sequence and the syndrome Decoding, obtaining a quantized signal according to a decoding output result and an additional bit sequence, wherein a plurality of the quantized signals form the second quantized sequence.
- the uplink modulated signal from the user end is simultaneously transmitted to two remote radio heads RRH.
- the first remote radio head RRH1 preprocesses and quantizes the uplink modulated signal to obtain the first quantization sequence and sends it to the baseband processing unit BBU;
- the second radio frequency remote head RRH2 preprocesses and quantizes the uplink modulated signal to obtain the second quantization sequence and performs low-density parity check LDPC compression coding to obtain the syndrome, and sends the syndrome to the baseband processing unit BBU, which is based on the first
- the quantized sequence and the second quantized sequence are decompressed and decoded by LDPC, thereby realizing the compression and transmission of the uplink signal by using distributed source coding, reducing the amount of data in actual transmission, and improving the compressibility and transmission rate of the data.
- FIG. 8 is the second schematic diagram of the uplink signal compression transmission system in the embodiment of the present application.
- the uplink signal compression transmission system further includes a user terminal 78: the user terminal performs rateless encoding on the original information to obtain a rateless encoding codeword, and The rateless coding codeword modulates to obtain uplink modulation information; the baseband processing unit BBU is also used to perform rateless code decoding on the quantized signal.
- FIG. 9 is the third schematic diagram of the uplink signal compression transmission system in the embodiment of the present application.
- the user performs rate-free encoding of the original information m according to the degree distribution to obtain a code word c, and the code word c is modulated to obtain an uplink modulation Signal x, send the above-mentioned uplink modulated signal x to each remote radio head RRH covering the user, for example, RRH1 and RRH2.
- RRH1 first preprocesses the received uplink modulated signal x into a baseband signal y1, and then performs processing on the signal Quantified It is sent to the baseband processing unit BBU through optical fiber.
- RRH2 first preprocesses the received uplink modulated signal x into a baseband signal y2, and then quantizes the signal to obtain The quantized sequence is optimized according to the signal correlation between RRHs to optimize the degree distribution of the LDPC code, and the quantized signal Perform LDPC encoding and compression according to the degree distribution to obtain the syndrome And extra bit sequence And sent to the baseband processing unit BBU through optical fiber; the baseband processing unit BBU receives the quantized and compressed signals sent by each RRH through the high-speed link, and performs processing on the above-mentioned quantized and compressed signals on the LDPC decoding map using the belief propagation algorithm and soft demodulator.
- the sender without the rate code does not need to know the channel status and does not need to feed back the channel during transmission, it only needs to continuously send encoded data packets until the sender receives the feedback signal successfully decoded by the receiver and stops sending, which reduces The characteristics of signaling overhead and no rate code make it suitable for the transmission mechanism in the distributed antenna system, which further improves the system spectrum utilization rate and can adapt to the channel state.
- the user end performs rateless coding on the original information
- the rate distribution of the rateless coding is the best BEC degree of the deleted channel
- the rateless code is a concatenation of the LDPC code with the outer code rate of 0.95 and the LT code of the inner code part composition.
- an optimal solution for rateless coding is provided.
- rateless codes c 1 , c 2 ,... ,c N continuously generate the rateless codes c 1 ,c 2 ,... ,c N ; rateless codes c 1 ,c 2 , whil,c N perform binary phase shift keying (BPSK) modulation on them before accessing the channel to obtain the mapped transmission sequence x 1 ,x 2 ,... ...,X N , and then send the transmission sequence to the channel.
- BPSK binary phase shift keying
- the second step of BBU decoding is to decode the user's codeword based on the decompressed quantized signal.
- the user has no rate code c with equal probability of 0 and 1, and the quantized signal uploaded by the jth RRH to the BBU is
- the log-likelihood ratio (LLR) of the i-th bit output by the soft demodulator of the BBU is: RRH1 corresponds to LLR1, and RRH2 corresponds to LLR2.
- the LLR of the i-th bit is:
- ⁇ k is the quantization interval corresponding to the quantization level q k
- a is the level number of the received signal with the quantization bit b or the signal with the quantization bit b+1
- h j is the link channel gain.
- the BBU decodes iteratively on the rateless code pattern.
- the initial LLR of the input node i in the decoding graph is
- the initial LLR of the output node is LLR(i).
- the message sent from the input node i to the check node c is updated as follows:
- i' is the input node connected to the check node c except the input node i in the decoding graph.
- the message from the input node i to the output node o is updated as follows:
- o′ represents the output node other than o.
- the message sent by the output node o back to the input node i is updated as follows:
- i′ represents the input node other than i
- z o is the LLR calculated by the formula (16) by the output node according to the quantized value of the corresponding codeword bit.
- the LLR of the input node i in the current round is:
- the message sent from the variable node v to the check node c is updated as follows:
- v' represents the variable nodes connected to the check node c except v.
- the information is encoded with a rateless code on the user side, and the baseband processing unit BBU then performs rateless encoding and decoding for the received information.
- the characteristics of the rateless code make it suitable for the transmission mechanism in a distributed antenna system.
- the sender without the rate code does not need to know the channel status, and does not need to feedback the channel during the transmission process. It only needs to continuously send the encoded data packets until the sender receives the feedback signal successfully decoded by the receiver and stops sending, which reduces the amount of information. Order overhead.
- the second remote radio head 74 calculates the external information of the variable node, and when the external information satisfies a preset condition and the code rate determined by the code length formula is the largest, obtains the edge information of the variable node. Degree distribution, the optimized degree distribution of the variable node is obtained by conversion, and the second quantization sequence is multiplied by the low-density parity check LDPC check matrix of the optimized degree distribution modulo two to obtain the syndrome; in addition, the second radio frequency remote head 74 The number of signals in the extra bit sequence is also determined according to the link capacity between the second remote radio head 74 and the baseband processing unit 76 and the length of the second quantization sequence to generate the extra bit sequence.
- the above uplink signal compression transmission system optimizes the variable node degree distribution method of LDPC compression coding. In terms of quantity, better coding performance is achieved, and system transmission efficiency is further improved. On the other hand, by adding extra bit sequences to the remaining capacity of the system, the quantization accuracy of part of the uplink data is increased, thereby further improving the utilization rate of the transmission channel. At the same time, the accuracy of decoding is improved.
- Each module in the above uplink signal compression transmission system can be implemented in whole or in part by software, hardware, and a combination thereof.
- the above-mentioned modules may be embedded in the form of hardware or independent of the processor in the computer equipment, or may be stored in the memory of the computer equipment in the form of software, so that the processor can call and execute the operations corresponding to the above-mentioned modules.
- a computer device is provided, and the computer device may be a terminal.
- the computer equipment includes a processor, a memory, a network interface, a display screen and an input device connected through a system bus.
- the processor of the computer device is used to provide calculation and control capabilities.
- the memory of the computer device includes a non-volatile storage medium and an internal memory.
- the non-volatile storage medium stores an operating system and a computer program.
- the internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage medium.
- the network interface of the computer device is used to communicate with an external terminal through a network connection.
- the computer program is executed by the processor to realize an uplink signal compression transmission method.
- the display screen of the computer device can be a liquid crystal display or an electronic ink display screen
- the input device of the computer device can be a touch layer covered on the display screen, or it can be a button, trackball or touchpad set on the computer device shell , It can also be an external keyboard, touchpad, or mouse.
- a computer device which includes a memory, a processor, and a computer program stored in the memory and capable of running on the processor.
- the processor implements the above-mentioned uplink signal compression transmission method when the processor executes the computer program.
- the above-mentioned uplink signal compression and transmission computer equipment transmits the uplink modulation signal of the user side to two remote radio frequency heads RRH at the same time.
- the first radio frequency remote head RRH1 preprocesses and quantizes the uplink modulation signal to obtain the first quantization sequence and sends it to Baseband processing unit BBU;
- the second remote radio head RRH2 preprocesses and quantizes the uplink modulated signal to obtain the second quantization sequence and performs low-density parity check LDPC compression coding to obtain the syndrome, and sends the syndrome to the baseband processing unit BBU, thereby It realizes the use of distributed source coding to compress and transmit the uplink signal, reduces the amount of data in actual transmission, and improves the data compression and transmission rate.
- a computer-readable storage medium on which a computer program is stored, and the computer program is executed by a processor to implement the above-mentioned signal compression transmission method.
- the above-mentioned uplink signal compression transmission storage medium transmits the uplink modulation signal of the user end to the two remote radio frequency heads RRH at the same time.
- the first radio frequency remote head RRH1 preprocesses and quantizes the uplink modulation signal to obtain the first quantization sequence and sends it to Baseband processing unit BBU;
- the second remote radio head RRH2 preprocesses and quantizes the uplink modulated signal to obtain the second quantization sequence and performs low-density parity check LDPC compression coding to obtain the syndrome, and sends the syndrome to the baseband processing unit BBU, thereby It realizes the use of distributed source coding to compress and transmit the uplink signal, reduces the amount of data in actual transmission, and improves the data compression and transmission rate.
- Non-volatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory.
- Volatile memory may include random access memory (RAM) or external cache memory.
- RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous chain Channel (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Error Detection And Correction (AREA)
Abstract
Description
Claims (10)
- 一种上行信号压缩传输方法,所述方法包括:第一射频拉远头RRH1和第二射频拉远头RRH2接收到同一用户端传输的上行调制信号;所述第一射频拉远头RRH1对所述上行调制信号预处理及量化,得到第一量化序列,将所述第一量化序列发送给基带处理单元BBU;所述第二射频拉远头RRH2对所述上行调制信号预处理及量化,得到第二量化序列,将所述第二量化序列进行低密度奇偶校验LDPC压缩编码,得到伴随式,将所述伴随式发送给所述基带处理单元BBU,其中,所述基带处理单元BBU根据所述伴随式和所述第一量化序列进行低密度奇偶校验LDPC译码。
- 根据权利要求1所述的方法,其特征在于,所述将所述第二量化序列进行低密度奇偶校验LDPC压缩编码,得到伴随式包括:将所述第二量化序列进行低密度奇偶校验LDPC压缩编码,得到伴随式,并根据所述第二射频拉远头RRH2与基带处理单元BBU之间的链路容量得到额外比特序列,将所述伴随式和所述额外比特序列发送给所述基带处理单元BBU,其中,所述基带处理单元BBU根据所述伴随式和所述第一量化信号进行低密度奇偶校验LDPC译码,根据所述译码输出结果以及所述额外比特序列,得到量化信号,其中,多个所述量化信号组成所述第二量化序列。
- 根据权利要求1所述的方法,其特征在于,所述将所述第二量化序列进行低密度奇偶校验LDPC压缩编码,得到伴随式包括:通过计算变量节点的外信息,在所述外信息满足预设条件且由码长公式确定的码率最大的情况下,获取所述变量节点的边的度分布,通过换算得到所述变量节点的优化度分布;将所述第二量化序列与所述优化度分布的低密度奇偶校验LDPC检验矩阵模二相乘,得到所述伴随式。
- 一种上行信号压缩传输方法,其特征在于,所述方法包括:基带处理单元BBU接收第一射频拉远头RRH1发送的第一量化序列和第二射频拉远投RRH2发送的伴随式;根据所述第一量化序列和所述伴随式进行低密度奇偶校验LDCP译码。
- 根据权利要求4所述的方法,其特征在于,所述方法包括:所述基带处理单元BBU接收所述第一射频拉远头RRH1发送的第一量化序列和所述第二射频拉远投RRH2发送的伴随式以及额外比特序列;根据所述第一量化序列和所述伴随式进行低密度奇偶校验LDCP译码,根据所述译码输出结果以及所述额外比特序列,得到量化信号,其中,多个所述量化信号组成所述第二量化 序列。
- 一种上行信号压缩传输系统,其特征在于,所述系统包括第一射频拉远头RRH1、第二射频拉远头RRH2以及基带处理单元BBU;所述第一射频拉远头RRH1对上行调制信号预处理后及量化得到第一量化序列,将所述第一量化序列发送给所述基带处理单元BBU;所述第二射频拉远头RRH2对所述上行调制信号预处理及量化,得到第二量化序列,将所述第二量化序列进行低密度奇偶校验LDPC压缩编码,得到伴随式和额外比特序列,将所述伴随式和所述额外比特序列发送给所述基带处理单元BBU;所述基带处理单元BBU接收所述第一射频拉远头RRH1发送的第一量化序列和所述第二射频拉远投RRH2发送的伴随式和额外比特序列;根据所述第一量化序列和所述伴随式进行低密度奇偶校验LDCP译码,根据所述译码输出结果以及所述额外比特序列,得到量化信号,其中,多个所述量化信号组成所述第二量化序列。
- 根据权利要求6所述系统,其特征在于,所述系统还包括用户端,所述用户端将原始信息进行无速率编码得到无速率编码码字,将所述无速率编码码字调制得到所述上行调制信息;所述基带处理单元BBU还用于对所述量化信号进行无速率码译码。
- 根据权利要求7所述的系统,其特征在于,所述第二射频拉远头RRH2通过计算变量节点的外信息,在所述外信息满足预设条件且由码长公式确定的码率最大的情况下,获取所述变量节点的边的度分布,通过换算得到所述变量节点的优化度分布,并将所述第二量化序列与所述优化度分布的低密度奇偶校验LDPC检验矩阵模二相乘,得到所述伴随式;根据所述第二射频拉远头RRH2与所述基带处理单元BBU之间的链路容量、所述第二量化序列的长度确定所述额外比特序列中信号的数量,生成所述额外比特序列。
- 一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时实现权利要求1至5中任一项所述方法的步骤。
- 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,所述计算机程序被处理器执行时实现权利要求1至5中任一项所述的方法的步骤。
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911425259.XA CN111246520B (zh) | 2019-12-31 | 2019-12-31 | 上行信号压缩传输方法、系统、计算机设备和存储介质 |
CN201911425259.X | 2019-12-31 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2021136400A1 true WO2021136400A1 (zh) | 2021-07-08 |
Family
ID=70869379
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CN2020/141491 WO2021136400A1 (zh) | 2019-12-31 | 2020-12-30 | 上行信号压缩传输方法、系统、计算机设备和存储介质 |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN111246520B (zh) |
WO (1) | WO2021136400A1 (zh) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111246520B (zh) * | 2019-12-31 | 2022-03-15 | 三维通信股份有限公司 | 上行信号压缩传输方法、系统、计算机设备和存储介质 |
CN114070431B (zh) * | 2020-08-06 | 2024-03-22 | 北京佰才邦技术股份有限公司 | 天线校准方法、射频单元、基带处理单元及基站 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101640803A (zh) * | 2009-09-04 | 2010-02-03 | 中国科学技术大学 | 一种用于多光谱图像的渐进的分布式编解码方法及装置 |
EP2645611A1 (en) * | 2012-03-29 | 2013-10-02 | Alcatel Lucent | A method for triggering transmissions, and a network device therefor |
CN107995692A (zh) * | 2017-10-30 | 2018-05-04 | 浙江工业大学 | 一种云接入网上行无速率传输机制 |
CN109450594A (zh) * | 2018-10-11 | 2019-03-08 | 浙江工业大学 | 云接入网上行链路的无速率码度数分布优化方法 |
CN111246520A (zh) * | 2019-12-31 | 2020-06-05 | 三维通信股份有限公司 | 上行信号压缩传输方法、系统、计算机设备和存储介质 |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101087180B (zh) * | 2006-06-08 | 2012-05-23 | 华为技术有限公司 | 无线信道的译码方法、装置及其应用 |
CN102821069B (zh) * | 2011-06-07 | 2018-06-08 | 中兴通讯股份有限公司 | 基站及基站侧上行数据压缩方法 |
US10541781B2 (en) * | 2016-01-29 | 2020-01-21 | Intel IP Corporation | Rate matching using low-density parity-check codes |
CN108737027B (zh) * | 2018-05-09 | 2020-09-22 | 浙江工业大学 | 一种云接入网上行无速率码度数分布优化方法 |
-
2019
- 2019-12-31 CN CN201911425259.XA patent/CN111246520B/zh active Active
-
2020
- 2020-12-30 WO PCT/CN2020/141491 patent/WO2021136400A1/zh active Application Filing
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101640803A (zh) * | 2009-09-04 | 2010-02-03 | 中国科学技术大学 | 一种用于多光谱图像的渐进的分布式编解码方法及装置 |
EP2645611A1 (en) * | 2012-03-29 | 2013-10-02 | Alcatel Lucent | A method for triggering transmissions, and a network device therefor |
CN107995692A (zh) * | 2017-10-30 | 2018-05-04 | 浙江工业大学 | 一种云接入网上行无速率传输机制 |
CN109450594A (zh) * | 2018-10-11 | 2019-03-08 | 浙江工业大学 | 云接入网上行链路的无速率码度数分布优化方法 |
CN111246520A (zh) * | 2019-12-31 | 2020-06-05 | 三维通信股份有限公司 | 上行信号压缩传输方法、系统、计算机设备和存储介质 |
Also Published As
Publication number | Publication date |
---|---|
CN111246520A (zh) | 2020-06-05 |
CN111246520B (zh) | 2022-03-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
EP3442127B1 (en) | Polar code encoding method and apparatus | |
EP3844883B1 (en) | Method and system for decoding data using compressed channel output information | |
CN109863705B (zh) | 用于递增冗余混合自动重传请求重传的方法和设备 | |
US8942257B2 (en) | Wireless network using feedback of side information and communication method using network coding | |
US9215457B2 (en) | Method and system for communicating multimedia using reconfigurable rateless codes and decoding in-process status feedback | |
WO2021136400A1 (zh) | 上行信号压缩传输方法、系统、计算机设备和存储介质 | |
US11664928B2 (en) | Multi-label offset lifting method | |
CN107995692B (zh) | 一种云接入网上行无速率传输机制 | |
US20210279584A1 (en) | Encoding method and apparatus, and decoding method and apparatus | |
WO2018201831A1 (zh) | 通信方法和装置 | |
CN108737027B (zh) | 一种云接入网上行无速率码度数分布优化方法 | |
WO2018137663A1 (zh) | 一种编码方法、译码方法、编码装置及译码装置 | |
CN109450594B (zh) | 云接入网上行链路的无速率码度数分布优化方法 | |
CN105490771A (zh) | 一种lt喷泉码编码度分布的构造方法 | |
CN108696333B (zh) | Polar码编解码的方法、装置和设备 | |
JP2009303197A (ja) | 低密度パリティコードエンコーディング/デコーディング装置及びその方法並びにコンピュータ読み取り可能な記録媒体 | |
US9608667B2 (en) | Method and apparatus for decoding non-binary parity check code | |
WO2018201983A1 (zh) | 极化码信道编码方法、设备以及通信系统 | |
US11115054B2 (en) | Polar code encoding method and apparatus | |
Zhang et al. | Rateless coded multi-user downlink transmission in cloud radio access network | |
US7814392B2 (en) | System, apparatus and methods of dynamically determined error correction codes in communication systems | |
US8451912B2 (en) | Method and system for optimizing quantization for noisy channels | |
CN110233699B (zh) | 一种受限反馈下基于相对熵的无速率编码方法和电子设备 | |
JP7222458B2 (ja) | Polar Polar符号を利用して符号化および復号化を行う方法および装置 | |
TWI739074B (zh) | 迭代式檢測與解碼電路、迭代式檢測與解碼方法及多輸入多輸出接收機 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 20910587 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 20910587 Country of ref document: EP Kind code of ref document: A1 |
|
32PN | Ep: public notification in the ep bulletin as address of the adressee cannot be established |
Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205A DATED 12/05/2023) |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 20910587 Country of ref document: EP Kind code of ref document: A1 |