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34results about How to "Reduce decoding overhead" patented technology

LT code degree distribution design method and device

ActiveCN106850137AReduce bit error rate and decoding overheadImprove decoding efficiencyError preventionSource dataReal-time computing
The invention provides an LT code degree distribution design method and device. A bit error rate and the decoding cost can be reduced. The decoding efficiency is improved. The method comprises the steps of determining a packet number of a to-be-coded source data packet based on a distribution function for PMRSD degree distribution; generating a coding generation matrix G <KxN > according to the total number K of source data packets, the total number N of coding data packets and the packet number of the to-be-coded source data packet; carrying out module 2 multiplication on the source data packets and the G <KxN >, thereby obtaining the coding data packets, and sending the coding data packets to a receiving end; generating the coding generation matrix G <KxN > at the receiving end, judging whether a list of which degree value d=1 exists in the generated G <KxN > or not, if the list exists, assuming that the source data packet s corresponding to a point (i, j) of the degree value d=1 in the G <KxN > is equal to the received coding data packet c<j >, and adding up a decoding counter count and 1; and assuming that a value of the coding data packet c<j > related to the s is equal to the exclusive or of the value of the original coding data packet c<j > and the s, setting a value of an element related to the s in the G <KxN > as 0, and finishing decoding when the count is equal to K. The method and the device relate to the technical field of communication.
Owner:UNIV OF SCI & TECH BEIJING

High-coding symbol value broadcasting method based on system online fountain codes

The invention relates to a high-coding symbol value broadcasting method based on system online fountain codes, and belongs to the technical field of channel coding, fountain codes and wireless broadcasting. The method comprises the following steps: 1) performing initialization; 2) generating and sending a first type of coding symbols; 3) receiving and processing the first type of coding symbols; 4) repeating the steps 2) and 3) until the sending number of the first type of coding symbols reaches a set parameter; 5) enabling a decoder to count the recovery proportion and generate feedback; 6) generating and sending a second type of coding symbols; 7) receiving and processing the second type of coding symbols; 8) processing the coded symbol with the degree value of 1; 9) processing the codedsymbol with the degree value of 2; 10), repeating steps 5) -9) till decoders at all receiving ends finish coding. under the condition that broadcast channel receiving ends are heterogeneous and are not provided with the decoders, the number of feedback retransmission times during fountain code decoding is effectively reduced, the decoding expenditure of users with good channel states and poor channel states is reduced, and the system throughput is improved.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Online fountain code limited feedback method

The invention relates to an online fountain code limited feedback method, and belongs to the technical field of channel coding. The method the following steps: 1) determining all possible feedback degree values; (2) establishing an overhead table through points; 3) calculating a feedback point corresponding to the feedback time value; 4) randomly selecting a group of overhead as a threshold; 5) randomly selecting an overhead value in the corresponding column of the degree value, updating the serial number of the degree value, judging whether the serial number is smaller than a threshold, if so, discarding, and if not, recording the current overhead; (6) judging whether the number of the selected degree values reaches the feedback frequency, if not and selectable value existing, skipping to the step (5), if not and selectable value not existing, discarding the sequence, if yes and the total overhead being smaller than the threshold, updating the threshold and recording the sequence, and if yes and the total overhead being larger than the threshold, discarding the sequence; and 7) if iteration reaches a frequency requirement, outputting a degree value sequence, and if not, adding 1 to the number of iterations, and skipping to the step 4). The method can improve the adaptability and reduce the decoding overhead, and the decoding overhead is slowly increased along with the increase of the information length.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Double-connection fountain code transmission method based on partial data overlapping

The invention discloses a double-connection fountain code transmission method based on partial data overlapping, and the method comprises the following steps: adding overlapping partial data groups indata groups distributed to two base stations by a core network, and enabling the number of the overlapping partial data groups to account for 10-30% of the total number of all data groups in the basestations; wherein in a base station, the overlapped part data groups have the same selected probability Pover; wherein each non-coincident part data packet has the same selected probability Pnon; obtaining a one-step transfer matrix P when the fountain coding degree is d; calculating in the base station according to the one-step transfer matrix P; wherein the probability Pover is selected for each overlapped part data packet, and the probability Pnon is selected for each non-overlapped part data packet; and then data transmission is carried out according to the probability Pover selected by the data packets of the overlapped parts and the probability Pnon selected by the data packets of the non-overlapped parts, so that the data transmission pressure of the shunt node is reduced, and meanwhile, the fountain code decoding overhead of the receiving end and the redundancy of the system are reduced.
Owner:XI AN JIAOTONG UNIV

Degree distribution function design method of network layer fountain code and channel joint encoding

The invention discloses a degree distribution function design method of network layer fountain code and channel joint encoding. The method comprises the following steps: importing a channel deletion probability and an error correction probability of MP joint decoding into an EISD degree distribution function, and determining the degree distribution function of a signal source to send an encoding packet by an expression of a channel deletion and error correction probability influence function and the expression of a Per-Pc-EISD degree distribution function; importing a strong robust factor, and determining an expanded Per-Pc-EISD degree distribution function based on the channel deletion probability and the error correction probability; performing transfer and normalization processing on the Per-Pc-EISD degree distribution function, and determining the degree distribution function of joint encoding of network layer fountain code encoding and physical layer channel encoding. According to the degree distribution function design method disclosed by the invention, when the Per-Pc-EISD degree distribution function is designed, the probability of restoring a plurality of wrong data packets during the encoding and the channel deletion probability are imported into the degree distribution function, with respect to the joint encoding method of adopting fountain code encoding on a network layer and adopting channel encoding on a physical layer, the decoding cost is effectively reduced, and the reliability and speed of wireless transmission are improved.
Owner:广州市端方物联科技有限公司

Fountain-code encoding method with feedback and unequal error protection capacity

The invention relates to a fountain-code encoding method with feedback and the unequal error protection capacity. Under some application scenarios, parts of data sets need to be encoded preferentially. The fountain-code encoding method includes the steps of firstly, sequentially processing all input symbols through Bernoulli random experiments; secondly, starting to encode the input symbols through an encoder with an encoding method of standard LT codes; thirdly, when the serial number of a codeword received by a decoder is larger than or equal to the number of the input symbols, feeding the number of most important bits recovered through the decoder and the number of least important bits recovered through the decoder back to the encoder; fourthly, designing a most important increasing-degree generator according to the feedback information to replace a standard-degree generator to encode the most important bits, and designing a least important increasing-degree generator according to the feedback information to replace a standard-degree generator to encode the least important bits. According to the fountain-code encoding method, an encoding structure of the standard LT codes is improved, different encoding methods are adopted for the bits with different important degrees, and the important bits are preferentially recovered.
Owner:ZHEJIANG UNIV

An apparatus and operating method for performing LSTM neural network operation

An apparatus for performing LSTM neural network operations and an operating method are provided. The device comprises a direct memory access unit, an instruction cache unit, a controller unit, a plurality of data cache units arranged in parallel and a plurality of data processing modules arranged in parallel, wherein the plurality of data processing modules are in one-to-one correspondence with the data cache units, and are used for obtaining input data from the corresponding data cache units and weights and offsets required during operation, and performing LSTM neural network operation; and parallel operation is executed among the plurality of data processing modules. According to the method, special instructions are adopted for operation, the number of instructions required by operationis greatly reduced, and decoding expenditure is reduced; caching the weight and the bias, so that the data transmission overhead is reduced; the method is not limited to the specific application field, can be used in the fields of voice recognition, text translation, music synthesis and the like, and is high in expandability; and the plurality of data processing modules operate in parallel, so that the operation speed of the LSTM network is remarkably improved.
Owner:SHANGHAI CAMBRICON INFORMATION TECH CO LTD

A kind of LT code degree distribution design method and device

The invention provides an LT code degree distribution design method and device. A bit error rate and the decoding cost can be reduced. The decoding efficiency is improved. The method comprises the steps of determining a packet number of a to-be-coded source data packet based on a distribution function for PMRSD degree distribution; generating a coding generation matrix G <KxN > according to the total number K of source data packets, the total number N of coding data packets and the packet number of the to-be-coded source data packet; carrying out module 2 multiplication on the source data packets and the G <KxN >, thereby obtaining the coding data packets, and sending the coding data packets to a receiving end; generating the coding generation matrix G <KxN > at the receiving end, judging whether a list of which degree value d=1 exists in the generated G <KxN > or not, if the list exists, assuming that the source data packet s corresponding to a point (i, j) of the degree value d=1 in the G <KxN > is equal to the received coding data packet c<j >, and adding up a decoding counter count and 1; and assuming that a value of the coding data packet c<j > related to the s is equal to the exclusive or of the value of the original coding data packet c<j > and the s, setting a value of an element related to the s in the G <KxN > as 0, and finishing decoding when the count is equal to K. The method and the device relate to the technical field of communication.
Owner:UNIV OF SCI & TECH BEIJING

Encoding and decoding method of online fountain codes with unequal error protection strategy

ActiveCN111988114BThe number of encoding symbols is reducedGuaranteed unequal error protection performanceError preventionDecoding methodsFountain code
The present invention relates to a method for encoding and decoding an online fountain code with unequal error protection strategy, comprising: step A: an encoder selects a window W according to an extended window strategy 1 or W 2 , the coded symbol with coding degree 2 is sent to the receiving end; Step B: the receiving end receives the coded symbol with coding degree 2 and the corresponding source code symbol sequence number and is used to form different connection groups; Step C: Repeat step A and step B, When the number of elements in the connection group with the largest number of elements in MISs reaches the preset value k 1 alpha 0 When the receiving end feeds back to the encoding end, the encoding end stops encoding and sending the coded symbols with the coding degree of 2 after receiving the feedback; Step D: the coding end obtains the coded symbols with the coding degree of 1 from the MISs and sends it to the receiving end; Step E : The receiving end receives the coded symbol with a coding degree of 1 and the corresponding source symbol serial number and uses it to decode the connection group, etc. Compared with the prior art, the present invention has the advantages of reducing decoding overhead on the premise of ensuring unequal error protection performance.
Owner:SHANGHAI JIAOTONG UNIV

A Fountain Code Coding Method with Unequal Error Protection Capability and Feedback

The invention relates to a fountain-code encoding method with feedback and the unequal error protection capacity. Under some application scenarios, parts of data sets need to be encoded preferentially. The fountain-code encoding method includes the steps of firstly, sequentially processing all input symbols through Bernoulli random experiments; secondly, starting to encode the input symbols through an encoder with an encoding method of standard LT codes; thirdly, when the serial number of a codeword received by a decoder is larger than or equal to the number of the input symbols, feeding the number of most important bits recovered through the decoder and the number of least important bits recovered through the decoder back to the encoder; fourthly, designing a most important increasing-degree generator according to the feedback information to replace a standard-degree generator to encode the most important bits, and designing a least important increasing-degree generator according to the feedback information to replace a standard-degree generator to encode the least important bits. According to the fountain-code encoding method, an encoding structure of the standard LT codes is improved, different encoding methods are adopted for the bits with different important degrees, and the important bits are preferentially recovered.
Owner:ZHEJIANG UNIV

A Design Method of Degree Distribution Function for Network Layer Fountain Code and Channel Joint Coding

The invention discloses a degree distribution function design method of network layer fountain code and channel joint encoding. The method comprises the following steps: importing a channel deletion probability and an error correction probability of MP joint decoding into an EISD degree distribution function, and determining the degree distribution function of a signal source to send an encoding packet by an expression of a channel deletion and error correction probability influence function and the expression of a Per-Pc-EISD degree distribution function; importing a strong robust factor, and determining an expanded Per-Pc-EISD degree distribution function based on the channel deletion probability and the error correction probability; performing transfer and normalization processing on the Per-Pc-EISD degree distribution function, and determining the degree distribution function of joint encoding of network layer fountain code encoding and physical layer channel encoding. According to the degree distribution function design method disclosed by the invention, when the Per-Pc-EISD degree distribution function is designed, the probability of restoring a plurality of wrong data packets during the encoding and the channel deletion probability are imported into the degree distribution function, with respect to the joint encoding method of adopting fountain code encoding on a network layer and adopting channel encoding on a physical layer, the decoding cost is effectively reduced, and the reliability and speed of wireless transmission are improved.
Owner:广州市端方物联科技有限公司

A Method of Broadcasting Highly Coded Signature Values ​​Based on Systematic Online Fountain Codes

The invention relates to a high-coding symbol value broadcasting method based on system online fountain codes, and belongs to the technical field of channel coding, fountain codes and wireless broadcasting. The method comprises the following steps: 1) performing initialization; 2) generating and sending a first type of coding symbols; 3) receiving and processing the first type of coding symbols; 4) repeating the steps 2) and 3) until the sending number of the first type of coding symbols reaches a set parameter; 5) enabling a decoder to count the recovery proportion and generate feedback; 6) generating and sending a second type of coding symbols; 7) receiving and processing the second type of coding symbols; 8) processing the coded symbol with the degree value of 1; 9) processing the codedsymbol with the degree value of 2; 10), repeating steps 5) -9) till decoders at all receiving ends finish coding. under the condition that broadcast channel receiving ends are heterogeneous and are not provided with the decoders, the number of feedback retransmission times during fountain code decoding is effectively reduced, the decoding expenditure of users with good channel states and poor channel states is reduced, and the system throughput is improved.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Online fountain code encoding and decoding method with unequal error protection strategy

ActiveCN111988114AThe number of encoding symbols is reducedGuaranteed unequal error protection performanceError preventionDecoding methodsFountain code
The invention relates to an encoding and decoding method of an online fountain code with an unequal error protection strategy. The encoding and decoding method comprises the following steps: step A, an encoder selects a window W1 or W2 and an encoding symbol with an encoding degree of 2 according to an extended window strategy and sends the encoding symbol to a receiving end; step B, the receiving end receives the coding symbol with the coding degree of 2 and the corresponding source code symbol sequence number and forms different connection groups; step C, the step A and the step B are repeated, when the number of the elements in the connection group with the largest number of the elements in the MISs reaches a preset value k1 alpha 0, the receiving end feeds back to the coding end, andthe coding end stops coding and sending of the coding symbol with the coding degree of 2 after receiving the feedback; step D, the encoding end encodes an encoding symbol with the encoding degree of 1from the MISs and sends the encoding symbol to the receiving end; and step E, the receiving end receives the coded symbol with the coding degree of 1 and the corresponding source code symbol sequencenumber and decodes the connection group and the like. Compared with the prior art, the method has the advantages of reducing decoding overhead and the like on the premise of ensuring unequal error protection performance.
Owner:SHANGHAI JIAO TONG UNIV

Adaptive Encoding and Decoding Method Under the Plasma Sheath Based on Channel Feedback

The invention discloses an adaptive coding and decoding method under plasma sheath based on channel feedback and mainly solves the problem that in an existing communication mode, under the condition that a dynamic plasma sheath has depth attenuation influences on signals, the reliable transmission of important information cannot be realized. The realization scheme comprises the steps that 1, a transmitting antenna standing wave ratio of an aircraft is taken as channel feedback quantity and a corresponding relationship between the standing wave ratios and channel communication quality is established; 2, on the basis of the advantages of fountain code unidirectional link communication, classified coding is carried out on to-be-transmitted information in an LT coding mode of a fountain code according to a windowing rule distribution function, and the information classification number, the windowing rule distribution function and a coding packet length are adjusted in real time according to the channel communication quality, thereby realizing key protection of the important information; and 3, pseudo code coding is carried out on a fountain code coding packet. According to the method,a utilization rate of the coding packet and the channel transmission reliability are improved, and the method can be applied to telemetry and telecontrol communication of the aircrafts such as a hypersonic aircraft and a reentry aircraft which are packaged by the plasma sheaths in a near space.
Owner:XIDIAN UNIV
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