CN107786211A - A kind of Algebraic Structure acquisition methods, coding method and the encoder of IRA QC LDPC codes - Google Patents
A kind of Algebraic Structure acquisition methods, coding method and the encoder of IRA QC LDPC codes Download PDFInfo
- Publication number
- CN107786211A CN107786211A CN201710877874.9A CN201710877874A CN107786211A CN 107786211 A CN107786211 A CN 107786211A CN 201710877874 A CN201710877874 A CN 201710877874A CN 107786211 A CN107786211 A CN 107786211A
- Authority
- CN
- China
- Prior art keywords
- msub
- matrix
- msup
- mrow
- data
- 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.)
- Granted
Links
Classifications
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
- H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
- H03M13/11—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits using multiple parity bits
- H03M13/1102—Codes on graphs and decoding on graphs, e.g. low-density parity check [LDPC] codes
- H03M13/1148—Structural properties of the code parity-check or generator matrix
- H03M13/118—Parity check matrix structured for simplifying encoding, e.g. by having a triangular or an approximate triangular structure
- H03M13/1185—Parity check matrix structured for simplifying encoding, e.g. by having a triangular or an approximate triangular structure wherein the parity-check matrix comprises a part with a double-diagonal
- H03M13/1188—Parity check matrix structured for simplifying encoding, e.g. by having a triangular or an approximate triangular structure wherein the parity-check matrix comprises a part with a double-diagonal wherein in the part with the double-diagonal at least one column has an odd column weight equal or greater than three
Landscapes
- Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Probability & Statistics with Applications (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Error Detection And Correction (AREA)
Abstract
The invention discloses a kind of the Algebraic Structure acquisition methods of IRA QC LDPC codes, part parallel coding method and encoder.Present invention relates particularly to Sparse Parity-check Matrix H=[Hd Hp] information bit corresponding to HdMatrix algebra structure obtaining method:By Combinational Mathematics t (v, k, λt) incidence matrix in design is set as HdThe basic matrix P of x × y dimensions of matrix, when parameter meets λtDuring=1 and v=3k 2t+2, HdMatrix column weight is 3;Add operation on limited sub-prime domain GF (q) is used to design full first shift matrix SF, by basic matrix P and full first shift matrix SFMake Hadamard products, generate sparse shift matrix SH, by SHMatrix extends to obtain H with L × L permutation matrix or L × L full null matrixdMatrix;By the H of double diagonal line structurepMatrix decomposition is L × L piecemeal submatrix, and x submatrix on diagonal is still dual diagonal matrix, forms the individual linear serial code algorithms that can be performed parallel of x;The invention also achieves a kind of encoder of IRA QC LDPC codes.Technical solution of the present invention significantly reduces the complexity of encryption algorithm, while also reduces the hardware description complexity of encoder.
Description
Technical field
The invention belongs to communications channel coding technology field, more particularly, to a kind of generation of IRA-QC-LDPC codes
Table structure acquisition methods, parallel encoding method and encoder.
Background technology
Low-density checksum (LDPC) code is defined as Sparse Parity-check Matrix H kernel, i.e. HcT=0, wherein H
Parity matrix is represented, c represents the transposition of codeword sequence, T representing matrixs or vector.Gallager is proposed first within 1962
LDPC code, and its iterative decoding algorithm, but do not provide the building method and encryption algorithm of H-matrix.1995 after more than 30 years
Year, it is a kind of good code for approaching shannon limit that Mackay excavates LDPC code again.Hui Jin in 2001 after 6 years are in its doctor
Rule is proposed in paper to repeat accumulation (RA) code and irregularly repeat to accumulate (IRA) code, and is demonstrated RA codes in theory and existed
Shannon limit is reached on Gaussian white noise channel, IRA codes have reached shannon limit on punctured channel.At the beginning of invention, RA codes and IRA
Code is regarded as a species Turbo code.Hereafter, researcher is analyzed its parity matrix, it is found that IRA codes are one
The LDPC code of class random structure of the kind with Natural linear serial encoder.Its linear serial codified feature shows as verifying
Parity matrix corresponding to position has double diagonal line structure, and its class random character shows as even-odd check corresponding to information bit
Matrix is random structure.
At present, in communication industry standard, there is linear codified, system architecture practical LDPC code to be broadly divided into two
Class, its corresponding parity check matrix H=[Hd|Hp] also there are two kinds of typical structures.One kind is quasi-circulating low-density parity check
(QC-LDPC) code, its parity matrix that is mainly characterized by are made up of piecemeal submatrix, matrix H corresponding to its information bitd's
Piecemeal submatrix is collectively formed by n × n circulant-shift permutation matrix and n × n full null matrix, matrix H corresponding to check bitp
Piecemeal submatrix mainly there is unit matrix, full null matrix and permutation matrix to collectively form, HpTypical structure be approximate under
Triarray structure, using the teaching of the invention it is possible to provide uniform enconding algorithm.Because the QC-LDPC partitioned organization based on cyclic permutation matrices is favourable
In the design of the part parallel hardware circuit of encoder and decoder, therefore, by the industrial standard of multiple series of IEEE 802
Adopted.Another kind is IRA-LDPC codes, and it is mainly characterized by matrix H corresponding to information bitdIt is class random structure, its algebraically
Architectural feature and unobvious, it is therefore desirable to store the largely positional parameter on 1 element, matrix H corresponding to its check bitpIt is
Double diagonal line structure, serial linear encryption algorithm can be provided, therefore, be also applied in multiple industrial standards, main bag
Include:European second generation digital broadcast television standard DVB-S2, and People's Republic of China's GJB (GJB 7296-
2011) etc..
The code used in a standard, it is respectively provided with the random frame structure of class.Class is with the characteristics of machine frame:As code check and code length
Such structural parameters, and parameter as the distribution of the row weight and row weight of parity matrix be to determine, these
Parameter constitutes the framework of H-matrix determination;And the particular location distribution of " 1 " element is uncertain in H-matrix, but it is distributed
Constrained by frame structure.Therefore, the H-matrix of the random executable code of class in standard, it is more likely that be in corresponding framework about
Under beam, search for what is obtained by computer optimization.The H-matrix that so search obtains, which result in partial parameters, to be needed to be previously stored,
Occupy internal storage location.Such as in ieee standard, QC-LDPC codes need to store cyclic shift value matrix, all 1 in H-matrix
The distribution of element is determined by these cyclic shift values.And in European satellite communication standard, the H of IRA-LDPC codesdMatrix also takes
It is different from the cyclic shift feature of QC-LDPC codes from certain, but needs the parameter that stores far more than QC-LDPC codes;Due to China
H in military's standarddMatrix does not have cycle specificity, therefore the parameter stored is more than the IRA- in European satellite communication standard again
The parameter of storage required for LDPC code.
The content of the invention
For the disadvantages described above or Improvement requirement of prior art, the invention provides a kind of algebraically of IRA-QC-LDPC codes
Structure obtaining method, coding method and encoder, its object is to by Combinational Mathematics t- (v, k, λt) incidence matrix in design
It is set as HdThe basic matrix P of x × y dimensions of matrix, when parameter meets λtDuring=1 and v=3k-2t+2, HdMatrix column weight is 3;
Add operation on limited sub-prime domain GF (q) is used to design full first shift matrix SF, by basic matrix P and full first shift matrix SF
Make Hadamard products, generate sparse shift matrix SH, by SHMatrix extends to obtain H with L × L permutation matrix or full null matrixdSquare
Battle array;Thus the complexity of encryption algorithm is significantly reduced, while also reduces the complexity of encoder.
To achieve the above object, according to one aspect of the present invention, there is provided a kind of Algebraic Structure of IRA-QC-LDPC codes
Acquisition methods, methods described include:
The Sparse Parity-check Matrix of M × N-dimensional is designed to system architecture H=[Hd Hp], M × K=corresponding to information bit
The H of xL × yL dimensionsdThe piecemeal submatrix structure that matrix design is tieed up into x × y L × L, each piecemeal submatrix be permutation matrix or
Full null matrix, the dual diagonal matrix H of M × M=xL corresponding to check bit × xL dimensionspIt is broken down into the piecemeal of x × x L × L dimension
Submatrix, x piecemeal submatrix on the diagonal is double diagonal line structure;The HdMatrix is compact with smaller two
The basic matrix P and sparse shift matrix S of matrix x × y dimensionsHRepresent;
T- (v, k, λ in the basic matrix P Combinational Mathematicst) design incidence matrix construction;The row of the incidence matrix
Number is indexed by the quantity of the k- tuples in v element and determined, columns is indexed by the quantity of the t-1 tuples in v element and determined, tool
Body is calculated as:Line numberColumnsRow weightWith row weight wy=(v-t+1)/(k-t+1),
Wherein t, v, k, λtIt is positive integer, and meets v > k > λt, λt=1;
The sparse shift matrix SHBy basic matrix P and full first shift matrix SFIt is determined that introduce adding on sub-prime domain GF (q)
Method computing α × β (mod q) come construct q × q dimension positive integer matrix, from the positive integer matrix arbitrarily interception x × y dimension expires
First shift matrix forms SF, q is greater than y least prime, α, β=0,1,2 ..., q-1;
Full first shift matrix S of basic matrix P and the x × y dimension of x × y dimensionsHGeneralized Hadamard product is carried out, it is raw
Into the sparse shift matrix S of x × y dimensionsH, SHElement on GF (q) ∪ { -1 } value;
The sparse shift matrix SHIn positive integer extended with L × L permutation matrix, -1 is expanded with L × L full null matrix
Exhibition, form HdMatrix.
Further, t- (v, k, λ in the basic matrix P Combinational Mathematicst) design incidence matrix construction, parameter meet
V=3k-2t+2 and λtWhen=1, the P matrixes that row weight is 3 are produced;During parameter t=3, then the line number of the basic matrix PColumnsRow weightRow weight wy=(v-t+1)/
(k-t+1)=3.
It is another aspect of this invention to provide that providing a kind of coding method of IRA-QC-LDPC codes, methods described is specific
For:
Sparse Parity-check Matrix H=[Hd Hp] blocking characteristic specifically, the information sequence of K to be encoded length is divided into
Y sections, it is expressed as d=[d1...dj...dy], wherein dj=[dj,1,dj,2,...,dj,L] it is that the binary message that length is L is sweared
Amount;The verification sequence of M length to be solved is divided into x sections, is expressed as p=[p1...pi...px], wherein pi=[pi,1,
pi,2,...,pi,L] it is the binary system check vector that length is L;Codeword sequence after coding for c=[d p]=
[d1...dj...dyp1...pi...px];The HdAnd HpBlocking characteristic and code definition expression formula HcT=0, release x solely
Vertical matrix equation:
Wherein,Represent HdPartitioning of matrix submatrix;QiRepresent HpPiecemeal submatrix on diagonal;T representing matrixs
Or the transposition of vector;Each matrix equation forms independent linear serial code algorithm;
Work as HdMatrix column weight wy=3, then It is simplified shown asSymbol
Number i represents the index of x matrix equation, i=1,2 ..., x;Symbol j represents y piecemeal submatrix rope in i-th of matrix equation
Draw, j=1,2 ..., y;Symbol m and l represent it in submatrix respectivelyIn line index and column index, m, l=1,2 ...,
L;G=1,2 .., wy=1,2,3 be HdThe index of rectangular array weight 3;I-th of linear equation of the x independent matrix equations
In, check vector pi=[pi,1,pi,2,...,pi,L] calculation expression beThe check bit of the first row is by passing
Return summation expression formulaCalculate, pass through the follow-up L-1 check bit of recurrence read group total, each check bit
Row weight w only need to be completedxThe addition of individual data and a recurrence superposition, wherein m=2,3 ..., L represent each independent square
Battle array equation has L check bit pm,iSerial computing, i=1 are wanted, 2 ..., x indicates that x independent equation concurrently completes L serially
Check bit pm,iCalculating.
It is another aspect of this invention to provide that providing a kind of encoder of IRA-QC-LDPC codes, the encoder includes:
The input buffer array of y L length, for the caching of K=yL positions information data sequence, and start encoder fortune
OK, when K=Ly information data is filled with y × L input buffer arrays, then y L long messages data transfer to y L is grown
Information bit register, while serial transfer is to output end;
The information bit register of y L length, when it is " 1 " that information bit register, which receives enable signal, then by data output extremely
Data wire interleaving network, when the enable signal received is 0, then not output information;
3 × y L long circulating moves to left register array, for receiving HdThe displacement square for 3 × y L × L that matrix is included
The first row of battle array, completes the initialization of encoder;The ring shift left register array under enable signal E=1 control, and
Row completes the operation of ring shift left once, and " 1 " element each moved to left in register exports what is grown to y L as enable signal
Information bit register;
X double summation process units, for receiving the information data from data wire interleaving network, one therein cumulative
Device is first to wxIndividual data carry out cumulative summation, and summed result is delivered into a feedback adds device certainly, while generates enable signal E,
Then add device to carry out the cumulative of itself certainly by a feedback, and preserve the result of calculation of check bit, while check bit is calculated and tied
Fruit is exported to the output state array of x L length;
The output state array of x L length, the check bit from x double summation process units is received respectively, by entering more
Singly go out switch, information data sequence and the verification of data sequences are sequentially output, form encoded output sequence.
Further, the random memory unit that the input buffer array of y L length is specifically grown by y L in the encoder
Form, for caching the pending information data of input, by serial input data sequence, 8,16 or 32 bit bytes it is parallel
Input data sequence is converted to section length L and code word size K=Ly data sequence storage, the input of first segmentation L length
After buffer is filled with, second segmentation input buffer is automatically credited, until a long K=Ly of code word information data is filled with y
× L cache arrays;The input buffer of the L length can arbitrarily be blocked to 8,16 or 32 bit bytes, by moving to right
Input buffer full of L length;The long input buffers of y L are each sequentially completed y input-buffer by a data lines respectively
The output of device L positions serial mode, pass data to y L length information bit register and Serial output to encoder output
End.
Further, 3 × y L long circulating moves to left the writable and eresable that register array is grown by 3 × y L in the encoder
The ROM or flash memory cell array removed is formed, and is arranged in y groups, the ring shift left register of every group of 3 L length, is respectively used to store Hd
The first row of the piecemeal permutation matrix of 3 × y L × L dimensions of matrix, initial value is set for encoder;Receive enable signal E, 3 × y L
The long equal ring shift left of ring shift left register once, only has 1 element, remaining element is all 0, defeated in each register
Go out enabled control signal of 1 element as the y L information bit registers grown;The ring shift left deposit of the 3 × y L length
Device is run parallel, and each code period sends 3 × y enabled control signals.
Further, the information bit register of y L length is made up of the y L random memory units grown in the encoder, y
The information bit register of individual L length inputs information data by y data lines L Bits Serials;Each the information bit register of L length is every
Individual data storage cell has 3 enable signal control terminals and a single data output line;Information bit register is used for and HdIn matrix
A line of piecemeal permutation matrix do multiplying, each code period, it is 1 that 3 enable signals of each unit, which only have one,;
In a code period, the work of y information bit register, each information bit register export 3 numbers simultaneously it is believed that
Number data wire interleaving network is arrived, altogether 3y data-signal of parallel output.
Further, x double summation process units are produced by x double summers and an enable signal E in the encoder
Raw device composition;Double summers include wxLong shift register, a bit accumulator and a feedback add device certainly;The wxIt is long to move
Bit register receives the w from data wire interleaving networkxIndividual data, and be sent into a bit accumulator and carry out cumulative summation meter
Calculate, result of calculation deposit feedback is simultaneously emitted by enable signal E from adding in device1,E2,...,Ex, feedback from plus device to being newly stored in
Data carry out one cycle feedback and added certainly, and preserve the result of calculation of check bit, and it is slow that the currency preserved is delivered into output
In storage;The enable signal E generators, formed by one with door, as x enable signal E1,E2,...,ExWhen being 1, make
Can signal generator output E=1, wherein wxRepresent row weight.
Further, the output state array that x L grows in the encoder is by x × L random storage ram cell group
Into;Connection type is to form the long serial shift memories of x L, FIFO;The output end of the output state array passes through
Enter more and singly go out switch, information data sequence and the verification of data sequences are sequentially output, form encoded output sequence.
In general, by the contemplated above technical scheme of the present invention compared with prior art, have following technology special
Sign and beneficial effect:
(1) matrix H of the present inventiondUsing t- (v, k, the λ in Combinational Mathematicst) design, the odd even school corresponding to information bit can be made
The maximum column weight for testing matrix is 3, with ieee standard quasi- circulation QC structures H-matrix compared with, the number of its " 1 " element
Amount has reached minimum level, compared with the H-matrix of IRA-LDPC codes in European satellite communication standard, in close code length and same code
In the case of rate, HdThe quantity of " 1 " element has 20%-30% reduction in matrix, therefore, significantly reduce encryption algorithm and
The computation complexity of decoding algorithm, while also reduce the hardware complexity of encoder and decoder;
(2) H of the present inventiondMatrix is to be based on quasi-cyclic piecemeal submatrix structure, the double diagonal line H matchedpMatrix also can
Block form is designed to, causes encoder to carry out part parallel encoder design according to partitioned organization, significantly reduces
The execution time of encoder;
(3) structure of H-matrix of the present invention combines the design feature of both IRA-LDPC codes and QC-LDPC codes, can picture
QC-LDPC codes equally realize the part parallel processing of decoder hardware circuitry, base of the and can in IRA code division block double diagonal line structures
Part parallel uniform enconding is carried out on plinth, encoder and decoder reduce hardware implementation complexity and delay.
Brief description of the drawings
Fig. 1 is the schematic block circuit diagram of inventive encoder;
Fig. 2 is inventive encoder input buffer array circuit theory diagram;
Fig. 3 is inventive encoder information bit register circuit theory diagram;
Fig. 4 is inventive encoder ring shift left register array schematic block circuit diagram;
Fig. 5 is the double summation process element circuit theory diagrams of inventive encoder;
Fig. 6 is inventive encoder output state array circuit theory diagram.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples
The present invention is further elaborated.It should be appreciated that specific embodiment described herein is only to explain the present invention, not
For limiting the present invention.As long as in addition, technical characteristic involved in each embodiment of invention described below that
Conflict can is not formed between this to be mutually combined.
First introduce the general principle of the present invention:
Parity matrix has system architecture, i.e. H=[H in the present inventiond|Hp], wherein HpMatrix has following piecemeal double
Diagonal structure,
Each of which submatrix is identical L × L double diagonal line square formation,
HdMatrix is M × K=xL × yL matrix in block form forms,
Wherein subscript ai,jCyclic shift value is represented, when span is ai,jDuring ∈ { 0,1,2 ..., L-1 }, submatrixIt is L × L permutation matrix, therefore ai,jThe position coordinates where the first row " 1 " element of L × L permutation matrix is also illustrated that,
This L × L permutation matrix presses row ring shift right a by L × L unit matrixsi,jIt is secondary to obtain;Work as ai,jWhen=- 1,It is L × L
Full null matrix, i=1,2 ..., x, j=1,2 ..., y.
If from HdPermutation matrix is extracted out in matrix, HdTwo matroids, the i.e. basic matrix of x × y dimensions can be further reduced to
The shift matrix S of P and x × y dimensions.The constituted mode of P matrixes is:When being permutation matrix, the submatrix in (3) formulaWith 1
Element substitutes;WhenWhen being full null matrix, submatrixSubstituted with 0 element, therefore, P matrixes can be write as P=[pi,j],
pi,j∈ { 0,1 }, i=1,2 ..., x, j=1,2 ..., y.The constituted mode of s-matrix is:By (3) formula HdThe subscript of matrix carries
The shift matrix S for forming following x × y dimensions is taken out,
If all ai,j∈ { 0,1,2 ..., L-1 }, then S is to expire first shift matrix, by SFRepresent.If there is certain
A bitSo S is sparse shift matrix, by SHRepresent.Here one of main task is design HdSquare
Sparse shift matrix S corresponding to battle arrayH, and require HdMeet that ranks constrain with H, i.e., without 4 girths.
The present invention comes with mathematical tools such as Combination Design, the mould n computings of finite field levels and generalized Hadamard products
Design HdMatrix.Construct HdThe basic ideas of matrix are:First with the Steiner series structures H of Combination DesigndThe group moment of matrix
Battle array P;H is constructed using the mould n computings of finite field levelsdFull first shift matrix S of matrixF;Then moved by basic matrix P and full member
Bit matrix SFMake generalized Hadamard product, try to achieve sparse shift matrix SH;Finally gone with L × L permutation matrixes and L × L full null matrix
Extend SH, obtain Hd。
The present invention, which is described first below, needs 3 basic mathematical instruments using, including Combination Design Steiner systems, by
Addition mould n computings on sub-prime domain GF (q) produce q × q positive integer matrix and not on same area two matrixes Quadrature methods, i.e.,
Generalized Hadamard product.
Combination Design Steiner systems basic theories:
The present invention Combination Design Steiner systems to be used are described as follows.
Define 1:If t, v, k, λtIt is positive integer, and meets v > k > λt.In the presence of a two tuple D=(X, B), X is one
V metasets, B={ B1,B2,...,BbIt is the set for including b k tuple, the set meets following condition:
(a)|Bi|=k, 1≤i≤b;
(b) to any one t tuple on X, the number comprising the t tuples is constant λ in Bt;
It is t- (v, k, a λ on set X then to claim Bt) design, wherein BiA packet in referred to as set B;To parameter
λt=1 t designs are also known as Steiner systems, are expressed as S (t, k, v).
Theorem 1:If D=(X, B) is t- (v, k, a λt) design, μ is arbitrary integer in [0, t], then to X any μ
Tuple, the packet count δ of the μ tuples is included in BμIt is calculated as follows:
As μ=0, t- (v, k, λt) design packet count be
Present invention provide that λt=1, if D=(X, B) represents an arbitrary t- (v, k, 1) or Steiner systems S (t, k, v)
Design, (t-1) incidence matrix for defining two tuple D is Lt-1(D)=(li,j), li,j∈ { 0,1 }, binary matrix Lt-1(D)
Line number be equal to set B packet count b, columns be equal to set X v element in all t-1 tuples quantity;And if only if with
When the member in element k tuples corresponding with the i-th row in (t-1) tuple corresponding to jth row is known as common factor, li,j=1;Otherwise li,j
=0.As can be seen here, matrix Lt-1(D) haveOK,Row, and there is equal row weight wr=
λt(v-t+1)/(k-t+1) and equal row weightLine index is i=1,2 ..., b, column index j=1,
2 ..., r, i.e. matrix Lt-1(D) be b × r dimension matrix.
Because the degree of rarefication of application claims parity matrix reaches minimum level, to make H=[Hd|Hp] matrix
" 1 " number of elements reaches minimum degree with all compared with LDPC code, it is therefore an objective to is reached by reducing the quantity of " 1 " element
Reduce the implementation complexity of codec.Provide HdThe maximum column weight configuration of matrix is 3, that is, sets wr=(v-t+1)/(k-t+1)
=3, thus try to achieve v=3k-2t+2.In other words, when parameter t, v, k positive integer value meet v=3k-2t+2, by
Steiner systems S (t, k, v) two tuple D=(X, B) incidence matrix Lt-1(D) H constructeddMatrix meets maximum column weight
For 3 constraints.
Lemma 1:If D=(X, B) is a S (t, k, v), then matrix Lt-1(D) meet that ranks constrain.
In lemma 1, meet that ranks constraint is meant that:The L being defined on binary fieldt-1(D) matrix encloses not comprising 4
Line (i.e. without 4-girth).Lt-1(D) the reason for meeting ranks constraint is regulation parameter lambdat=1.
Finite field gf (q) basic theories:
Present invention provide that constructing positive integer matrix on limited sub-prime domain GF (q), its method is described as follows.
In order to construct full first shift matrix SF, it is necessary to design positive integer matrix.Roughly, when q is prime number, GF (q)
The finite field of q element is represented, the addition on GF (q) and multiplication are defined as below:
Define 1:To each a ≠ 0, a ∈ GF (q), meet na=0 minimum positive integer n, referred to as field element a feature.
Element a so in domain, there is following form under addition and multiplication:
Multiplication:a,a2,a3,...,am=1, a, a2..., wherein m is a feature.
Addition:A, 2a, 3a ..., na=0, a, 2a ..., wherein n is a feature.
From the foregoing, it will be observed that for addition, all elements also form circulation Abel and add group in sub-prime domain.
According to define 1 add operation on sub-prime domain GF (q), may be constructed q × q matrix V, if V line index by
The multiple value of add operation is formed, if with α=0,1,2 ..., q-1 represents a different multiples, if V column index is transported by addition
The value a ∈ GF (q) of calculation={ 0,1 ..., q-1 } is formed, if with β=0,1,2 ..., q-1 represents a different values, thus structure
Into q × q matrix V=[α × β] (mod q).
It is worth noting that full first shift matrix SFAnd the value on positive integer domain, therefore, as long as considering SFSize
Restricted problem, i.e. SFIt is the positive integer matrix of x × y dimensions, then intercept S in the positive integer matrix V that can is tieed up from q × qFMatrix.
Another constraints for needing to consider is the girth feature of positive integer matrix V.Following theorem 3 and inference 1 gives just whole
Matrix number V girth feature.
Theorem 3:If q is prime number, if being gone to extend q × q positive integer square with dimension q × q binary system permutation submatrix
Battle array V, then the matrix on GF (2) obtained by after extension is to meet that ranks constrain, i.e., without 4 contours of closure in matrix
(girth)。
Inference 1:If q is prime number, L is the prime number more than q, is gone to extend q × q positive integer with dimension L × L permutation matrix
Matrix V, resulting matrix meets that ranks constrain after extension.
Reasoning 1 shows if L is prime number, is gone to extend q × q positive integer matrix V institute with L × L binary system permutation matrix
Obtained binary matrix necessarily meets that ranks constrain, and can serve as the parity-check matrix of LDPC code;If L is not to be element
Number, then the binary matrix after extension cannot be guaranteed to meet that ranks constrain.
Generalized Hadamard product:
Present invention provide that basic matrix P and full first shift matrix S on positive integer domain on binary field GF (2)FDo multiplication,
To form the sparse shift matrix S for meeting ranks constraintH.The concept of generalized Hadamard product is introduced for this.
If matrix U=[uij] it is the binary matrix that x × y is tieed up, if matrix V=[vij] it is the positive integer matrix that x × y is tieed up.
Define generalized Hadamard product W=[wij]=UV=[uij][vij] so that working as uijWhen=1, wij=vij, show wijIt is just whole
Number, when the matrix being extended to the matrix W on positive integer domain in binary field, wijSubstituted with permutation matrix;Work as uijWhen=0,
If wij=-1, shows wijIt is not positive integer, then use -1 represents, is extended to when by the matrix W on positive integer domain in binary field
When, wijSubstituted with full null matrix.
As can be seen here, the generalized Hadamard product defined here is on two multiplication of matrices fortune on different two domains
Calculate, its operation result is to produce sparse positive integer matrix, and two domains here refer to binary field and positive integer domain.By above-mentioned side
The matrix W that method obtains is sparse, as long as U=[uij] and V=[vij] meeting that ranks constrain, then W necessarily meets ranks about
Beam.Therefore, matrix W can be used for constructing sparse shift matrix SH。
A kind of complete Algebraic Structure acquisition methods of IRA-QC-LDPC codes, comprise the following steps:
(1) the Sparse Parity-check Matrix H of IRA-QC-LDPC codes structure is designed:Specific method is that matrix H has M × N
The system architecture of dimension, i.e. H=[Hd|Hp], wherein M × K=xL corresponding to information bit × yL dimension matrix HsdWith quasi-cyclic piecemeal
Submatrix architectural feature, HdIt is made up of x × y piecemeal submatrix, the size of each piecemeal submatrix is L × L square formation, piecemeal
The structure of submatrix can be the full null matrix of L × L dimensions or the binary system permutation matrix of L × L dimensions, and each permutation matrix is by unit
Matrix circular moves to right ai,jIt is secondary to obtain, as cyclic shift value ai,jWhen=0, L × L permutation matrixes are unit matrixs;Work as span
It is ai,jDuring ∈ { 1,2 ..., L }, ai,jThe coordinate position of " 1 " element is given in the first row of L × L permutation matrixes, by L × L
The unit matrix of dimension presses row ring shift right ai,jIt is secondary to obtain this L × L permutation matrix;Work as ai,jWhen=- 1, Hai,jIt is L × L complete
Null matrix, i=1,2 ..., x, j=1,2 ..., y.M × M=xL corresponding to check bit × xL dimension matrix HspIt is double right with piecemeal
Diagonal structure feature, HpIt is made up of x × x piecemeal submatrix, in HpEach piecemeal submatrix on diagonal is the double of L × L dimensions
Diagonal matrix, each piecemeal submatrix on off-diagonal are the full null matrix of L × L dimensions.
(2) M × K dimensions H is designeddThe basic matrix P of x × y dimensions corresponding to matrix:Specific method be by Combination Design S (t, k,
V) the incidence matrix L of two tuple D=(X, B) in Steiner systemst-1(D) it is set as HdThe basic matrix P of matrix, parameter designing is such as
Under:If P=[pi,j], i=1,2 ..., x, j=1,2 ..., y, pi,j∈GF(2);IfProvide the row of P matrixes
Number;IfProvide P matrix column numbers;If wy=(v-t+1)/(k-t+1) represents P matrix column weight;If
Represent the row weight of P matrixes;Provide λt=1, P matrix do not include 4 contours;Regulation parameter t, v, k value meet expression formula v=
3k-2t+2, obtain HdMatrix column weight is wy=(v-t+1)/(k-t+1)=3;Provide the association in two tuple D=(X, B)
Matrix Lt-1(D) in design, k tuple-sets B design obtains from Combinational Mathematics handbook and the research paper delivered,
Can also designed, designed, as long as meeting λt=1 and v=3k-2t+2 all S (t, k, v) designs, are applied to the present invention;It is right
The sequence regulation of all elements arranges according to lexicographic order in set B b k tuple, obtains set B={ B1,B2,...,Bb};
The design of the invention for especially emphasizing t=3, it is desirable to which parameter meets λt=1, t=3 and v=3k-4, corresponding incidence matrix,
It is basic matrix P=Lt-1(D)=L2(D).The columns of basic matrix byCalculate;Present invention provide that α
< β, and α, β ∈ [1, v], if several to (xα,xβ)aSubscript a represent two tuples sequence number, a=0,1 ..., v (v-1)/2-1,
Element per number centering is from value in { 1,2 .., v } is gathered, and per number to being arranged according to lexicographic order, it is arranged general
Form is:
The often distribution of row " 1 " element and the packet B corresponding to the row in basic matrix PiThe above-mentioned binary that middle element is formed
Group is relevant.With the 0th behavior example, packet count corresponding to the 0th row is B1;B1In include four element x1, x2, x3, x4.This 4 elements
Form 6 two tuples, they it is above-mentioned it is several to several in sequence to form and its subscript serial number (x1,x2)0, (x1,x3)1,
(x1,x4)2, (x2,x3)7, (x2,x4)8, (x3,x4)13, then in basic matrix the column of " 1 " element of the 0th row position by this 6
The subscript sequence number 0,1,2,7,8,13 of individual two tuple determines.
(3) M × K dimensions H is designeddFull first shift matrix S of x × y dimensions corresponding to matrixF:Specific method is to introduce finite field
Add operation on GF (q) designs full first shift matrix S of x × y dimensionsF.If SF=[si,j], i=1,2 ..., x, j=1,
2 ..., y, si,j∈GF(q).If q is greater than y least prime, q × q positive integer matrix V=[α × β] (mod q) is constructed,
α, β=0,1,2 ..., q-1.X rows and preceding y row before being taken from q × q V matrixes, form full first shift matrix S of x × y dimensionsF。
Because the V matrixes being defined on sub-prime domain GF (q) meet that ranks constrain, so, intercept out x × y dimensions from q × q V matrixes
SFMatrix is also to meet what ranks constrained;X × y dimensions S is intercepted out from q × q V matrixesFOther methods of matrix are:By x × y's
Matrix regards a window as, and whole window frame can slide on q × q V matrixes, can arbitrarily be intercepted from q × q V matrixes
Size is that x × y positive integer matrix serves as SFMatrix.
(4) M × K dimensions H is designeddThe sparse shift matrix S of x × y dimensions corresponding to matrixH:If SH=[wi,j], i=1,
2 ..., x, j=1,2 ..., y, wI, j∈GF(q)∪{-1}.X × y Wiki matrixes P and x × y are tieed up into full first shift matrix SFEnter
Row generalized Hadamard product, thus generate the sparse shift matrix S of x × y dimensionsH, present invention provide that SH=P × SF=[pi,j×
si,j]=[wi,j], work as pi,jWhen=1, wi,j=si,j;Work as pi,jWhen=0, wi,j=-1.
(5) go to extend sparse shift matrix S with L × L piecemeal submatrixs tieed upHTo design HdMatrix:Specific method is to SH
=[wi,j], i=1,2 ..., x, j=1,2 ..., y, wI, j∈ GF (q) ∪ { -1 }, work as wi,jDuring ∈ GF (q), by unit matrix
Cyclic shift wi,jIt is secondary, obtain corresponding to wi,jL × L of shift value permutation matrix, works as wi,j=-1, L × L full null matrix is formed,
X × y so L × L permutation matrix and full null matrix are substituted into SHIn corresponding element wi,j, obtain M × K=xL × yL dimensions
HdMatrix.HdThe line number of matrix isHdMatrix column number isHdThe row weight of matrix
Measure and beHdMatrix column weight is wy=(v-t+1)/(k-t+1).By H=[Hd Hp] IRA-QC- that defines of matrix
LDPC code has code length N=K+M=yL+xL, and code check is R=K/ (K+M)=y/ (y+x).
A kind of coding method of IRA-QC-LDPC codes, comprises the following steps:
For the IRA-QC-LDPC codes of the linear block codes of system form, such as present invention, the process of coding is actually
With information sequence and HdMatrix multiple calculates the process of verification sequence.Include double diagonal line HpH=[the H of matrix characterd|Hp]
Matrix has natural linear serial code algorithm, when serial code refers to calculate check bit, is the calculating of one one, calculates
Current check bit is primarily due to work as H, it is necessary to use the result of calculation of a bit check positionpMatrix has double diagonal line knot
During structure feature, the encryption algorithm released is recursive function in itself.If the time for calculating a bit check position is set as cycle T,
Referred to as code period, then the time of serial computing M bit checks position is exactly MT.The present invention is by HdMatrix design is piecemeal submatrix
Form, it is the linear serial of LT by x calculation scale exactly in order to which from MT are shortened into LT the calculating time of serial code algorithm
Encryption algorithm performs parallel, therefore the parallel execution algorithm of referred to as x linear serial code algorithms.It is parallel to perform x linear volumes
The Concurrent Feature of code algorithm depends on HdMatrix and HpMatrix is made up of L × L piecemeal submatrix, and its linear character takes
Certainly in HpThe double diagonal line piecemeal submatrix of matrix still has double diagonal line architectural feature.
According to H=[Hd|Hp] partitioning of matrix feature, segmentation expression is carried out to information sequence to be encoded, K=yL length
Information data sequence one is divided into y sections, is L per segment length, is designated as d=[d1...dj...dy], wherein djIt is the binary system of L length
Sequence of vectors.Equally, the verification bit sequence that will be solved is segmented, and the check bit data sequence one of M=xL length is divided into x
Section, it is L per segment length, is designated as p=[p1...pi...px], wherein piIt is the binary sequence vector of L length.In the defeated of encoder
Go out end by signal bit sequence d=[d1...dj...dy] and verification bit sequence p=[p1...pi...px] merge, after being encoded
Codeword sequence c=[d p]=[d1...dj...dyp1...pi...px].According to HcT=0, obtain HcT=[Hd|Hp][d|p]T=
0, H can be releasedddT+HppT=0, under the conditions of binary arithmetic operation, it can release:
HddT=HppT (6)
By (1) formula, (3) formula and sequence d=[d1...dj...dy] and p=[p1...pi...px] bring (6) formula into, and according to
(6) formula is expanded into following form by the form of matrix in block form:
(7) formula is further obtained into following x independent matrix sides by matrix in block form and the formal expansion of segmentation vector
Journey:
Each of which matrix equation all comprising the L linear equations that are mutually related, forms a uniform enconding algorithm.This
X independent matrix equations it is each, comprising L linear equation can be utilized respectively the double diagonal line that the x L × L on the right tie up
Matrix Q1,Q2,...,QxThe check vector p that x length corresponding to solving is L1...pi...px.A matrix side is derived first
Linear serial code algorithm caused by L independent linearity equation group in journey.From general angle, with x matrix
Exemplified by i-th of matrix equation in equation, if j-th of vector representation that length is all in L y information sequence vector is dj=
[dj,1,dj,2,...,dj,L];If i-th of vector representation that length is all in L x check bit sequence of vectors is pi=[pi,1,
pi,2,...,pi,L];If j-th of L × L of i-th of matrix equation verification submatrixThere is following form:
WhereinUpper first symbol of target represents the index of x matrix equation, there is i=1,2 ..., x, second symbol
Number represent that y piecemeal submatrix indexes in i-th of matrix equation, there is j=1,2 ..., y;Lower two element difference tables of target
Show it in submatrixIn line index and column index, m, l=1,2 ..., L.Thus, i-th of matrix equation can in (8) formula
To be write as lower column matrix formation:
By the 1st row of above-mentioned i-th of matrix equation, first linear side that i-th of matrix equation is included can be obtained
First check bit p corresponding to journey1,i
Remaining L-1 check bit p can similarly be obtainedm,i, m=2,3 ..., L
The solution expression formula of L check bit of i-th of matrix equation can be abbreviated as the summation table of following recursive more than
Up to formula,
(10) formula and (11) formula constitute the linear serial code algorithm for calculating L check bit, wherein (10) formula calculates i-th
The check bit of the first row of individual independent matrix equation, (11) formula represent recursively to calculate remaining L-1 of i-th of matrix equation
Check bit, work as i=1,2 ..., x, can be by x independent linear serial code algorithm parallel computations.It is noted that calculate each
Capable linear equation, actually calculates HdA line of matrix and the product of K=yL positions information bit, then sum, as this again
Sample calculates first check bit p of i-th of matrix equation with (10) formula first1,i, (11) formula could be used to calculate second verification
Position p2,i, that is to say, that to calculate m-th of check bit, it is necessary to the m-1 check bit is first calculated, here it is linear recurrence calculating,
Form linear serial code algorithm.
For λt=1 and v=3k-2t+2 Combination Design, corresponding to HdMatrix column weight is wy=3, row weight isDesign, HdMatrix only has 3y=wxX permutation matrix participates in the calculating of (10) and (11) formula.If HdRectangular array
The index of weight is g=1,2 .., wy=1,2,3, then HdThe element of permutation matrix can be simplified shown as in matrixDue to derivation be i-th of independent equation general expression, upper first symbol of target can save
Slightly, lower first symbol of target is indexed using row weight, such HdPermutation matrix in matrix can be arranged in 3 × y=wx×x
Array, (10) formula and (11) formula only have wxIndividual product term participates in summation
(12) formula and (13) formula are by considering HdThe situation of the openness of matrix, row weight and row weight simplifies calculating,
Mainly HdMatrix is not carried out in K=yL positions with the summation operation of K=yL positions information bit per a line, but works as HdSquare
When having 1 element in every a line of battle array, just need to calculate.It follows that the x independent matrix equations of (8) formula are deployed into by turn
During calculating, the x linear serial code algorithms of (12) formula and (13) formula are formed.
A kind of encoder of IRA-QC-LDPC codes:
Multiplying is can also be seen that from (12) formula and (13) formulaIt need not calculate, because in L × L dimensions point
In block submatrix, it is 1 there was only an element per a line, and remaining element is 0, therefore wxItem multiplying is actually to retain to divide
Information digit evidence in block submatrix corresponding to that element of each behavior " 1 ".Main calculating task is to complete summation fortune
CalculateAnd this summation operation is also wxItem summation, it is not the summation of L items.Further, since HdThe structure of matrix is
It is made up of cyclic shift submatrix, only needs to store the first of y L × L submatrix of each independent matrix equation in advance
OK, remaining each row often comes a clock cycle under the code period control of setting, and ring shift right once, produces L × L dimension
The next line of matrix.The schematic circuit construction of the parallel execution of x linear serial code algorithms is as follows:
Be as shown in Figure 1 encoder circuit the general frame, the schematic circuit bag of x linear parallel execution of serial encoder
Include:Y × L input buffers array, information bit register, the 3 × y L long circulating of y L length move to left register array, x simultaneously
Capable double summation process unit and x × L output state arrays.
Operation principle:By HdThe first row deposit ring shift left for 3 × y known L × L permutation matrixes that matrix includes is posted
Storage array, complete the initialization of encoder;Input K=yL positions information data sequence and start encoder, the long input-buffers of y L
Device is filled with L long messages position, then can be from trend information bit register serial input data;The information bit register of y L length is filled with L
After the data of position, then start to be HdEvery a line of matrix and the multiplication of K=yL positions information bit and and read group total;Each circulation is left
The corresponding units for moving unit to information bit register in register for 1 send enable signal, then the information data of the unit is defeated
Go out;Each unit of L long message bit registers only has a data lines to be connected with x parallel double summation process units, each
Double summation process units are connected with the six roots of sensation data wire from information bit register, therefore, in the information bit register of y L length
L × y data lines interleaving networks are formed between x parallel double summation process units;3 × y L long circulating moves to left register
Array is divided into y groups, and every group of 3 L long circulatings move to left register array, can be run parallel with the information bit register of y L length, 3
× y L long circulating move to left register each receive enabled control signal E, then ring shift left once, starts next verification
The calculating process of position;In ring shift left each time, each information bit register has 3 unit output information datas to pass through number
Be delivered to the parallel double summation process units of x according to line interleaving network, each code period, altogether 3 × y number of output it is believed that
Breath;Each of x parallel double summation process units receives wxIndividual data-signal, x × w is inputted altogetherx=3 × y signal;
Each double summation process units complete two kinds of summation operations, are to w firstxIndividual data-signal carries out cumulative summation, completesCalculating, will try to achieve and be sent into feedback from plus device in preserves, be simultaneously emitted by enable signal E1,E2,...,Ex, when
E1,E2,...,ExWhen being all 1, export an enable signal E=1 and move to left register array to 3 × y L long circulating, it is parallel to complete
One cycle moves to left, and starts to calculate next time;Complete HdCertain a line of matrix is counted with the multiplication of K=yL positions information bit and summation
Calculation is analyzed as follows, it is necessary to consume the clock cycle:Ring shift left register array receives enable signal, it is necessary to which a machine cycle enters
Row ring shift left operates, and sends enable signal triggering information bit register output data, it is necessary to consume a machine cycle, starts
First adder of double summation process units needs a clock cycle, and w is completed in adderxAdding up for individual data, is needed
Consume wxThe individual machine cycle, therefore completeCalculating needs wx+ 3 machine cycles, referred to as a code period.
It should be noted that input buffer array and the information bit register storage binary number of y L length that y L grows
According to mode be lowest order on the right, highest order is on the left side, it is therefore desirable to which 3 × y L long circulating moves to left register array from the right side
While start to store HdThe first row of matrix, it was the permutation matrix of ring shift right originally, the circulating register in hardware design
Need to be designed to ring shift left.
It is illustrated in figure 2 input buffer array, the RAM random access memory structures that y × L input buffers array is grown by y L
Into for inputting the caching of pending information data, its function is by serial input data sequence or 8,16 or 32
The parallel input data sequence of bit byte is converted to the data sequence storage for being suitable for code length L and code word size K=Ly;Will
8,16 or 32 data transmitted from data parallel input port are sequentially stored into the input buffer of y L length, as first L
After long input buffer is filled with, automatically into second input buffer, ensure the continuous uninterrupted storage of inter-area traffic interarea,
Until a long K=Ly of code word information data is filled with y × L cache arrays, it is desirable to which buffer system can be to 8,16
Or 32 bit byte arbitrarily blocked, to meet the requirement being continuously filled with of the long buffers of L, L is likely to be prime number, is not word
Section 2eMultiple, e=3 here, 4,5;When code word K=Ly information is filled with y × L input buffer arrays, next K
Long code word start be probably parallel one byte in input port a part, cache array can still store next successively
K long code words.Only when K=Ly information is filled with y × L input buffer arrays, output operation, y L length input can be just carried out
Each of buffer passes through respective data lines I respectively1,I2,...,IyCompletion y data lines are parallel, L positions serial data
Capable data output operation, data are transmitted to the information bit register of y L length.
Information bit register group is illustrated in figure 3, the structure of information bit register group is by the shift register of y L length
Form, its input mode is the shift register of each L length by an independent data wire Ij, j=1,2 ..., y serial inputs
Information data from input buffer;L-th of information bit location of j-th of information bit register has three enabled control signals
Input port and a data-signal output port, three enable signals come from circulating register group, because row weight is
3, wherein j=1,2 ..., y, l=0,1,2 ..., L-1.Its operation principle is:When it is 1 to receive enable signal, then by data
Output, when the enable signal received is 0, then closing information bit location, not output information.
Although each information bit location has three enabled input signals, but an each code period, in three enable signals
An only enable signal is high level " 1 ", and other two is low level " 0 ";Each code period, the shift LD of y L length
Each of device, there are three element output signals, therefore, each code period exports 3y data message altogether.
It is illustrated in figure 4 ring shift left register array, the ring shift left that circulating register array is grown by 3 × y L
Register is formed, and forms y groups, the ring shift left register array of every group of 3 L length.Data entry mode is SHMatrix first row
In 3 ring shift left registers of the first row data deposit rightmost of three corresponding submatrixs, 3 × y L is grown successively
Ring shift left register array stores H respectivelydThe first row of the piecemeal permutation matrix of 3 × y L × L dimensions of matrix, completes coding
The initialization of device.Its operation principle is:3 × y ring shift left register receives enable signal E=1 simultaneously, completes ring shift left
Operation once;1 element in each ring shift left register exports as enable signal, for controlling corresponding informance position to deposit
The output of certain a data of device.Only an element is 1 in each ring shift left register, and remaining element is 0;3 × y
Ring shift left register has identical enable signal E=1, and carries out ring shift left simultaneously.
Be illustrated in figure 5 the double summation process units of x, summation process unit by x run parallel include two kinds of additions
The computing unit and enable signal E generators of device are formed.Wherein, x double summation process units are by a wxLong shift register,
One bit accumulator and a feedback add device to form certainly.Each double summation process units are received from data wire interleaving network
wxIndividual data are stored in wxIn long shift register, then w is completed in a bit accumulatorxAdding up for individual data, actually exists
Completed in accumulatorRead group total, and by result of calculation make a gift to someone feedback from plus device in preserve, while the parallel fortune of x
A capable bit accumulator each sends enable signal E1,E2,...,Ex, this x enable signal enter with door, when input signal is complete
For 1 when, with door export an E=1 enable signal;Feedback, will from the task of device is added actually in a code period
wxIndividual product termSummed resultIt is added, is completed in (13) formula with the check bit of last timeCalculating.Except the first row, need not to do feedback outer from being subject to, and often obtains a check bit, then general
Check bit is stored in feedback certainly plus in device, while exports this check bit into output buffer.
Output state array is illustrated in figure 6, output state array is made up of x × L random storage ram cell,
Connection type is to form the long serial shift memories of x L, receives the check bit from x double summation process units respectively and calculates
As a result, FIFO, the L check value serial input output states calculated, right shift, Serial output;Each coding
Cycle, the output state of x L length each obtain the input of a check bit data.In the output of the long output states of x L
End, connection one x+1 enter one go out enter singly go out switch, first will more enter singly go out switch, connect information bit data wire, by K=
The information data output of yL length, then in turn switches on the output end of the output state of x L length, is sequentially output M=xL verification
Position, this just completes coding work, exports coding codeword c=[d p]=[d1...dj...dyp1...pi...px]。
In order that technical scheme and implementation steps are more apparent, the reality with reference to instantiation to the present invention
The mode of applying is further described.It should be noted that following instance is merely to illustrate the present invention, but it is not used in the limitation present invention.
It is known firstly the need of the t- (v, k, 1) or S (t, k, v) Steiner systems determined in Combination Design.Set in combination
In the mathematics handbook of meter and related Research Literature, all known t- (v, k, λt), as long as parameter t, k, v and corresponding odd even school
The parameter matching of matrix is tested, is used equally for the technology of the present invention to realize.
If t=3, k=4, v=8, λ3=1 obtains known 3- (8,4,1) Combination Designs or Steiner systems S (3,4,8).
Two tuple D=(X, B) are generated with this known Combination Design, it is assumed that the element set table of 3- (8,4,1) Combination Design first
It is shown as X={ x1,x2,...,x8}.Calculate basic matrix P line numberAssuming that
Grouping set is expressed as B={ B0,...,Bi,...,B13, wherein t=3 tuples occur one in set B each k=4 tuples
It is secondary, i.e. λ3=1;According to lexicographic order and parameter request, each k=4 members packet in B is arranged, obtains following 14 tuple structures
Into 4- tuple-sets:
B0={ x1,x2,x3,x4, B1={ x5,x6,x7,x8, B2={ x1,x2,x5,x6, B3={ x3,x4,x7,x8, B4=
{x1,x4,x5,x8, B5={ x2,x3,x6,x7, B6={ x1,x2,x7,x8, B7={ x3,x4,x5,x6, B8={ x1,x4,x6,
x7, B9={ x2,x3,x5,x8, B10={ x1,x3,x5,x7, B11={ x2,x4,x6,x8, B12={ x1,x3,x6,x8, B13=
{x2,x4,x5,x7}。
Construct the incidence matrix L of S (3,4,8) Steiner systems2(D):14 are grouped the row for providing incidence matrix in set B
Index, i.e. i=1,2 ..., x, x=b=14.There are 8 elements in set X, its t-1=2 tuples (xα,xβ) one sharedGive L2(D) columns.And L can be calculated2(D) row weight is
L2(D) row weight is wx=(v-t+1)/(k-t+1)=3.The indexed mode of the row of design 28 below.If α < β, and α, β ∈ [1,
8], it is if several to (xα,xβ)jSubscript j represent two tuples sequence number, each t-1=2 tuples (xα,xβ)jOnly occur once, there is word
Allusion quotation sequence provides the arrangement modes of 28 numbers pair and is:
(x1,x2)0,(x1,x3)1,(x1,x4)2,(x1,x5)3,(x1,x6)4,(x1,x7)5,(x1,x8)6,(x2,x3)7,(x2,
x4)8,(x2,x5)9,(x2,x6)10,(x2,x7)11,(x2,x8)12,(x3,x4)13,(x3,x5)14,(x3,x6)15,(x3,x7)16,(x3,
x8)17,(x4,x5)18(x4,x6)19,(x4,x7)20(x4,x8)21,(x5,x6)22,(x5,x7)23,(x5,x8)24,(x6,x7)25,(x6,
x8)26,(x7,x8)27。
As j-th of two tuple (xα,xβ)jI-th 4- tuple of two elements in set B when occurring, in L2(D) square
I-th row jth of battle array lists existing 1 element, as (xα,xβ)jElement and BiElement when not occuring simultaneously, L2(D) it is right in matrix
It is 0 element to answer position, thus constructs L2(D) incidence matrix (14) the, if x × y=14 thus constructed × 28L2(D) matrix fills
Work as HdThe basic matrix P of matrix.
If q=29, it is greater than L2(D) incidence matrix columns y=28 least prime, with the addition on sub-prime domain GF (29)
Computing constructs the positive integer matrix V of q × q=29 × 29, such as (15) formula.The square of x × y=14 × 28 is intercepted from positive integer matrix V
Battle array serves as HdFull first shift matrix S of matrixF, interception way is that 14 rows 28 in the upper left corner arrange, resulting SFMatrix is shown in (16)
Formula.
Full first shift matrix S that the basic matrix P that (14) formula x × y=14 × 28 are tieed up is tieed up with (16) formula x × y=14 × 28F
Generalized Hadamard product is done, obtains sparse shift matrix SH, see (17) formula.To SHMatrix is extended, by positive integer value therein
Filled with the permutation matrix of corresponding L × L dimensions, therein -1 is filled with the full null matrix of L × L dimensions, then obtains required Hd
Matrix, and form H=[Hd Hp] matrix, it is that a code length is N=K+M=28L to have IRQ-QC-LDPC codes defined in the matrix
+ 14L=42L, code check R=28L/42L=2/3, maximum column weight are 3, and row weight is 8, and the weight of the first row is 7, is not had
The irregular IRA-QC-LDPC codes of four sides cycles.
Above-mentioned IRA-QC-LDPC codes may be constructed the serial encoder of 14 parallel L bit lines, the input-buffer grown by L
Device array is to L long message bit register serial input datas, 28 data wire I1,I2,...,I28Parallel transmission.In a coding
In cycle, 3 × y=3 × 28 L long circulatings move to left register, there is provided 3 × 28 enable signals, post the information bit of 28 L length
Storage exports 3 × 28 data has 3 unit output datas to data wire interleaving network, the information bit register of each L length.Number
It is made up of according to line interleaving network 28 × L data lines, in a code period, there is 3 × 28=wx× x=6 × 14 data exist
Transmitted on data wire interleaving network.One shares 14 double summation process units performs parallel, in a code period, Mei Geshuan
Summation process unit receives and comes from data wire interleaving network wx=6 data, it is stored in wxIn the shift register of position, then by one
Bit accumulator is summed, and is completedCalculate, by result of calculation deposit feedback from adding in device, be simultaneously emitted by enable signal E1,
E2,...,E14, work as E1,E2,...,E14When being 1, enable signal generator sends enable signal E=1 with door.The enabled letter
Number 3 × y=3 × 28=84 L long circulating is moved to left register ring shift left once, start next code period, weight
Multiple said process, is obtained nextIt is sent into feedback and adds device certainly, with previous storage result feedback from adding, obtains down
The result of calculation of one check bit.
Above content as it will be easily appreciated by one skilled in the art that the foregoing is merely illustrative of the preferred embodiments of the present invention,
It is not intended to limit the invention, all any modification, equivalent and improvement made within the spirit and principles of the invention etc.,
It should be included in the scope of the protection.
Claims (9)
1. a kind of Algebraic Structure acquisition methods of IRA-QC-LDPC codes, it is characterised in that methods described includes:
The Sparse Parity-check Matrix of M × N-dimensional is designed to system architecture H=[Hd Hp], M × K=xL corresponding to information bit ×
The H of yL dimensionsdThe piecemeal submatrix structure that matrix design is tieed up into x × y L × L, each piecemeal submatrix are permutation matrix or complete zero
Matrix, the dual diagonal matrix H of M × M=xL corresponding to check bit × xL dimensionspIt is broken down into the sub- square of piecemeal of x × x L × L dimension
Battle array, x piecemeal submatrix on the diagonal is double diagonal line structure;The HdTwo smaller compact matrix of matrix
The basic matrix P and sparse shift matrix S of x × y dimensionsHRepresent;
T- (v, k, λ in the basic matrix P Combinational Mathematicst) design incidence matrix construction;The line number of the incidence matrix is by v
The quantity index of k- tuples in individual element determines that columns is indexed by the quantity of the t-1 tuples in v element and determined, specific meter
It is:Line numberColumnsRow weightWith row weight wy=(v-t+1)/(k-t+1), wherein
t、v、k、λtIt is positive integer, and meets v > k > λt, λt=1;
The sparse shift matrix SHBy basic matrix P and full first shift matrix SFIt is determined that the addition fortune introduced on sub-prime domain GF (q)
α × β (mod q) is calculated to construct the positive integer matrix of q × q dimensions, the full member of arbitrarily interception x × y dimensions is moved from the positive integer matrix
Bit matrix forms SF, q is greater than y least prime, α, β=0,1,2 ..., q-1;
Full first shift matrix S of basic matrix P and the x × y dimension of x × y dimensionsHGeneralized Hadamard product is carried out, described in generation
The sparse shift matrix S of x × y dimensionsH, SHElement on GF (q) ∪ { -1 } value;
The sparse shift matrix SHIn positive integer extended with L × L permutation matrix, -1 is extended with L × L full null matrix, is formed
HdMatrix.
2. the Algebraic Structure acquisition methods of a kind of IRA-QC-LDPC codes according to claim 1, it is characterised in that described
T- (v, k, λ in basic matrix P Combinational Mathematicst) design incidence matrix construction, parameter meets v=3k-2t+2 and λtWhen=1, production
Raw row weight is 3 P matrixes;During parameter t=3, then the line number of the basic matrix PColumnsRow weightRow weight wy=(v-t+1)/(k-t+1)=3.
3. a kind of part parallel coding method of IRA-QC-LDPC codes, it is characterised in that methods described is specially:Sparse parity
Check matrix H=[Hd Hp] blocking characteristic specifically, the information sequence of K to be encoded length is divided into y sections, be expressed as d=
[d1...dj...dy], wherein dj=[dj,1,dj,2,...,dj,L] it is the binary message vector that length is L;M length to be solved
Verification sequence be divided into x sections, be expressed as p=[p1...pi...px], wherein pi=[pi,1,pi,2,...,pi,L] it is that length is L
Binary system check vector;Codeword sequence after coding is c=[d p]=[d1...dj...dyp1...pi...px];The Hd
And HpBlocking characteristic and code definition expression formula HcT=0, release x independent matrix equations:
<mfenced open = "" close = "">
<mtable>
<mtr>
<mtd>
<mrow>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>1</mn>
<mo>,</mo>
<mn>1</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>1</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>1</mn>
<mo>,</mo>
<mn>2</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>2</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>1</mn>
<mo>,</mo>
<mi>j</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>j</mi>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>1</mn>
<mo>,</mo>
<mi>y</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>y</mi>
</msub>
<mi>T</mi>
</msup>
<mo>=</mo>
<msub>
<mi>Q</mi>
<mn>1</mn>
</msub>
<msup>
<msub>
<mi>p</mi>
<mn>1</mn>
</msub>
<mi>T</mi>
</msup>
</mrow>
</mtd>
</mtr>
<mtr>
<mtd>
<mrow>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>2</mn>
<mo>,</mo>
<mn>1</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>1</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>2</mn>
<mo>,</mo>
<mn>2</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>2</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>2</mn>
<mo>,</mo>
<mi>j</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>j</mi>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mn>2</mn>
<mo>,</mo>
<mi>y</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>y</mi>
</msub>
<mi>T</mi>
</msup>
<mo>=</mo>
<msub>
<mi>Q</mi>
<mn>2</mn>
</msub>
<msup>
<msub>
<mi>p</mi>
<mn>2</mn>
</msub>
<mi>T</mi>
</msup>
</mrow>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mrow>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>i</mi>
<mo>,</mo>
<mn>1</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>1</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>i</mi>
<mo>,</mo>
<mn>2</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>2</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>i</mi>
<mo>,</mo>
<mi>j</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>j</mi>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>i</mi>
<mo>,</mo>
<mi>y</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>y</mi>
</msub>
<mi>T</mi>
</msup>
<mo>=</mo>
<msub>
<mi>Q</mi>
<mi>i</mi>
</msub>
<msup>
<msub>
<mi>p</mi>
<mi>i</mi>
</msub>
<mi>T</mi>
</msup>
</mrow>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mo>.</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<mrow>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>x</mi>
<mo>,</mo>
<mn>1</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>1</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>x</mi>
<mo>,</mo>
<mn>2</mn>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mn>2</mn>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<mo>+</mo>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>x</mi>
<mo>,</mo>
<mi>j</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>j</mi>
</msub>
<mi>T</mi>
</msup>
<mo>+</mo>
<mn>...</mn>
<msub>
<mi>H</mi>
<msub>
<mi>a</mi>
<mrow>
<mi>x</mi>
<mo>,</mo>
<mi>y</mi>
</mrow>
</msub>
</msub>
<msup>
<msub>
<mi>d</mi>
<mi>y</mi>
</msub>
<mi>T</mi>
</msup>
<mo>=</mo>
<msub>
<mi>Q</mi>
<mi>x</mi>
</msub>
<msup>
<msub>
<mi>p</mi>
<mi>x</mi>
</msub>
<mi>T</mi>
</msup>
</mrow>
</mtd>
</mtr>
</mtable>
</mfenced>
Wherein,Represent HdPartitioning of matrix submatrix;QiRepresent HpPiecemeal submatrix on diagonal;T representing matrixs or arrow
The transposition of amount;Each matrix equation forms independent linear serial code algorithm;
Work as HdMatrix column weight wy=3, thenIt is simplified shown asSymbol i
Represent the index of x matrix equation, i=1,2 ..., x;Symbol j represents y piecemeal submatrix index in i-th of matrix equation,
J=1,2 ..., y;Symbol m and l represent it in submatrix respectivelyIn line index and column index, m, l=1,2 ..., L;g
=1,2 .., wy=1,2,3 be HdThe index of rectangular array weight 3;In i-th of linear equation of the x independent matrix equations,
Check vector pi=[pi,1,pi,2,...,pi,L] calculation expression beThe check bit of the first row is asked by recurrence
And expression formulaCalculate, by the follow-up L-1 check bit of recurrence read group total, each check bit only needs
Complete row weight wxThe addition of individual data and a recurrence superposition, wherein m=2,3 ..., L represent each independent matrix side
Journey has L check bit pm,iSerial computing, i=1 are wanted, 2 ..., x indicates that x independent equation concurrently completes L serial verifications
Position pm,iCalculating.
4. a kind of encoder of IRA-QC-LDPC codes, it is characterised in that the encoder includes:
The input buffer array of y L length, for the caching of K=yL positions information data sequence, and start encoder operation, work as K
When=Ly information data is filled with y × L input buffer arrays, then the information bit grown y L long messages data transfer to y L
Register, while serial transfer is to output end;
The information bit register of y L length, when it is " 1 " that information bit register, which receives enable signal, then by data output to data
Line interleaving network, when the enable signal received is 0, then not output information;
3 × y L long circulating moves to left register array, for receiving HdThe of the permutation matrix for 3 × y L × L that matrix is included
A line, complete the initialization of encoder;The ring shift left register array is parallel to complete under enable signal E=1 control
The operation of ring shift left once, " 1 " element each moved to left in register are exported to the information bit of y L length as enable signal
Register;
X double summation process units, for receiving the information data from data wire interleaving network, a bit accumulator therein is first
First to wxIndividual data carry out cumulative summation, and summed result is delivered into a feedback adds device certainly, while generates enable signal E, then
Add device to carry out the cumulative of itself certainly by a feedback, and preserve the result of calculation of check bit, at the same check bit result of calculation is defeated
Go out to the output state array of x L length;
The output state array of x L length, the check bit from x double summation process units is received respectively, by entering singly to go out more
Switch, information data sequence and the verification of data sequences are sequentially output, and form encoded output sequence.
5. the encoder of a kind of IRA-QC-LDPC codes according to claim 4, it is characterised in that y in the encoder
The input buffer array of L length is specifically made up of the random memory unit of y L length, for caching the pending Information Number of input
According to serial input data sequence, 8, the parallel input data sequences of 16 or 32 bit bytes are converted into section length L and code
Word length K=Ly data sequence storage, after the input buffer that first segmentation L grows is filled with, it is automatically credited second segmentation
Input buffer, until a long K=Ly of code word information data is filled with y × L cache arrays;The input-buffer of the L length
Device can arbitrarily be blocked to 8,16 or 32 bit bytes, and the input buffer of L length is full of by moving to right;Y L length input is slow
Storage is each sequentially completed the output of y input buffer L positions serial mode by a data lines respectively, passes data to
Output end of the information bit register and Serial output that y L grows to encoder.
A kind of 6. encoder of IRA-QC-LDPC codes according to claim 4, it is characterised in that 3 in the encoder ×
Y L long circulating moves to left the ROM that register array removes by the 3 × y L writable and eresables grown or flash memory cell array is formed, and is arranged in
Y groups, the ring shift left register of every group of 3 L length, it is respectively used to store HdThe piecemeal permutation matrix of 3 × y L × L dimensions of matrix
The first row, set initial value for encoder;Receive enable signal E, the equal ring shift left one of ring shift left register of 3 × y L length
It is secondary, there was only 1 element in each register, remaining element is all 0, the information bit that 1 element of output is grown as the y L
The enabled control signal of register;The ring shift left register operation of the 3 × y L length, each code period are sent
3 × y enabled control signals.
7. the encoder of a kind of IRA-QC-LDPC codes according to claim 4, it is characterised in that y in the encoder
The information bit register of L length is made up of the y L random memory units grown, and the information bit register of y L length is by y data lines L
Input information data to Bits Serial;Each data storage cell of the information bit register of each L length has 3 enable signal controls
End and a single data output line;Information bit register is used for and HdA line of piecemeal permutation matrix in matrix does multiplying,
Each code period, it is 1 that 3 enable signals of each unit, which only have one,;In a code period, y information bit deposit
Device concurrent working, each information bit register export 3 data-signals to data wire interleaving network simultaneously, altogether parallel output
3y data-signal.
8. the encoder of a kind of IRA-QC-LDPC codes according to claim 4, it is characterised in that x in the encoder
Double summation process units are made up of x double summers and an enable signal E generator;Double summers include wxLong shift
Register, a bit accumulator and a feedback add device certainly;The wxLong shift register receives the w from data wire interleaving networkx
Individual data, and be sent into a bit accumulator and carry out cumulative read group total, result of calculation deposit feedback is sent out simultaneously from adding in device
Go out enable signal E1,E2,...,Ex, feed back certainly plus device carry out one cycle feedback to the data being newly stored in and added certainly, and preserve verification
The result of calculation of position, the currency preserved is delivered in output state;The enable signal E generators, by one with
Door is formed, as x enable signal E1,E2,...,ExWhen being 1, the output of enable signal generator E=1, wherein wxRepresent row weight
Amount.
9. the encoder of a kind of IRA-QC-LDPC codes according to claim 4, it is characterised in that x in the encoder
The output state array of L length is made up of x × L random storage ram cell;Connection type is to form the long serial shifts of x L to deposit
Reservoir, FIFO;The output end of the output state array singly goes out switch more by entering, by information data sequence and verification
Data sequence is sequentially output, and forms encoded output sequence.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710877874.9A CN107786211B (en) | 2017-09-26 | 2017-09-26 | Algebraic structure obtaining method, encoding method and encoder of IRA-QC-LDPC code |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710877874.9A CN107786211B (en) | 2017-09-26 | 2017-09-26 | Algebraic structure obtaining method, encoding method and encoder of IRA-QC-LDPC code |
Publications (2)
Publication Number | Publication Date |
---|---|
CN107786211A true CN107786211A (en) | 2018-03-09 |
CN107786211B CN107786211B (en) | 2021-01-05 |
Family
ID=61433739
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710877874.9A Expired - Fee Related CN107786211B (en) | 2017-09-26 | 2017-09-26 | Algebraic structure obtaining method, encoding method and encoder of IRA-QC-LDPC code |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107786211B (en) |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109087683A (en) * | 2018-07-26 | 2018-12-25 | 西京学院 | A kind of NAND Flash solid-state storage adaptive error control method |
CN109379086A (en) * | 2018-10-11 | 2019-02-22 | 西安电子科技大学 | The 5G LDPC coding method of the code-rate-compatible of low complex degree and encoder |
CN110324048A (en) * | 2019-06-24 | 2019-10-11 | 华中科技大学 | The coding method of RA-LDPC-CC and encoder in a kind of communication modulation systems |
CN110336566A (en) * | 2019-06-21 | 2019-10-15 | 华中科技大学 | 6/8/10 contour and column weight are eliminated as 3 communication LDPC code construction method and products thereof |
CN112202534A (en) * | 2020-10-16 | 2021-01-08 | 西北工业大学 | High-speed transmission method based on LDPC and FQPSK combined coding modulation |
CN113422611A (en) * | 2021-05-19 | 2021-09-21 | 上海大学 | Highly parallel encoding method of QC-LDPC encoder |
CN113872731A (en) * | 2021-09-26 | 2021-12-31 | 中国电子科技集团公司第三十八研究所 | Ring code-based multivariate low-density check code design method for satellite communication link |
WO2022120999A1 (en) * | 2020-12-11 | 2022-06-16 | 清华大学无锡应用技术研究院 | Feedback shift register array-based sequence cipher algorithm computing system |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1941635A (en) * | 2005-09-30 | 2007-04-04 | 电子科技大学 | Method for constructing low-density and irregular parity checking code |
CN101488760A (en) * | 2009-02-13 | 2009-07-22 | 华中科技大学 | Encoding method for low code rate LDPC code |
CN102437857A (en) * | 2011-12-12 | 2012-05-02 | 华中科技大学 | IRA-LDPC (irregular repeat-accumulate-low-density parity check) code construction method and encoder thereof |
CN105099467A (en) * | 2014-04-21 | 2015-11-25 | 华为技术有限公司 | QC-LDPC code coding method and device |
-
2017
- 2017-09-26 CN CN201710877874.9A patent/CN107786211B/en not_active Expired - Fee Related
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1941635A (en) * | 2005-09-30 | 2007-04-04 | 电子科技大学 | Method for constructing low-density and irregular parity checking code |
CN101488760A (en) * | 2009-02-13 | 2009-07-22 | 华中科技大学 | Encoding method for low code rate LDPC code |
CN102437857A (en) * | 2011-12-12 | 2012-05-02 | 华中科技大学 | IRA-LDPC (irregular repeat-accumulate-low-density parity check) code construction method and encoder thereof |
CN105099467A (en) * | 2014-04-21 | 2015-11-25 | 华为技术有限公司 | QC-LDPC code coding method and device |
Non-Patent Citations (1)
Title |
---|
彭立,张琦,王渤,陈涛: "针对IRA-LDPC码类的半随机半代数结构设计", 《通信学报》 * |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109087683B (en) * | 2018-07-26 | 2021-08-17 | 西京学院 | NAND Flash solid state storage self-adaptive error control method |
CN109087683A (en) * | 2018-07-26 | 2018-12-25 | 西京学院 | A kind of NAND Flash solid-state storage adaptive error control method |
CN109379086B (en) * | 2018-10-11 | 2021-06-08 | 西安电子科技大学 | Low-complexity code rate compatible 5G LDPC coding method and encoder |
CN109379086A (en) * | 2018-10-11 | 2019-02-22 | 西安电子科技大学 | The 5G LDPC coding method of the code-rate-compatible of low complex degree and encoder |
CN110336566A (en) * | 2019-06-21 | 2019-10-15 | 华中科技大学 | 6/8/10 contour and column weight are eliminated as 3 communication LDPC code construction method and products thereof |
CN110324048B (en) * | 2019-06-24 | 2020-12-08 | 华中科技大学 | RA-LDPC-CC coding method and coder in communication modulation system |
CN110324048A (en) * | 2019-06-24 | 2019-10-11 | 华中科技大学 | The coding method of RA-LDPC-CC and encoder in a kind of communication modulation systems |
CN112202534A (en) * | 2020-10-16 | 2021-01-08 | 西北工业大学 | High-speed transmission method based on LDPC and FQPSK combined coding modulation |
WO2022120999A1 (en) * | 2020-12-11 | 2022-06-16 | 清华大学无锡应用技术研究院 | Feedback shift register array-based sequence cipher algorithm computing system |
CN113422611A (en) * | 2021-05-19 | 2021-09-21 | 上海大学 | Highly parallel encoding method of QC-LDPC encoder |
CN113422611B (en) * | 2021-05-19 | 2022-11-04 | 上海大学 | Highly parallel encoding method of QC-LDPC encoder |
CN113872731A (en) * | 2021-09-26 | 2021-12-31 | 中国电子科技集团公司第三十八研究所 | Ring code-based multivariate low-density check code design method for satellite communication link |
CN113872731B (en) * | 2021-09-26 | 2023-06-09 | 中国电子科技集团公司第三十八研究所 | Multi-element low-density check code design method based on ring code for satellite communication link |
Also Published As
Publication number | Publication date |
---|---|
CN107786211B (en) | 2021-01-05 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107786211A (en) | A kind of Algebraic Structure acquisition methods, coding method and the encoder of IRA QC LDPC codes | |
Yarlagadda et al. | Hadamard matrix analysis and synthesis: with applications to communications and signal/image processing | |
EP1829223B1 (en) | Parallel, layered decoding for Low-Density Parity-Check (LDPC) codes | |
Fordy et al. | Cluster mutation-periodic quivers and associated Laurent sequences | |
US20190012296A1 (en) | Method for matrix by vector multiplication for use in artificial neural network | |
CN101273532B (en) | Decoding device, and receiving device | |
KR101211433B1 (en) | Appratus and method of high speed quasi-cyclic low density parity check code having low complexity | |
CN102437857B (en) | IRA-LDPC (irregular repeat-accumulate-low-density parity check) code construction method and encoder thereof | |
EP1624582A2 (en) | Apparatus and method for channel coding in mobile communication system | |
CN105846830A (en) | Data processing device | |
WO2017113507A1 (en) | Set decoding method and set decoder | |
Esmaeili et al. | A Fibonacci-polynomial based coding method with error detection and correction | |
Batoul et al. | Cyclic Isodual and Formally Self-dual Codes over F_q+ vF_q | |
CN105099467B (en) | The coding method of QC-LDPC code and code device | |
Benbelkacem et al. | Skew cyclic codes over 𝔽 4 R | |
Yankov | A putative doubly even [72, 36, 16] code does not have an automorphism of order 9 | |
Bouyukliev et al. | Characteristic vector and weight distribution of a linear code | |
Li et al. | Automatic preimage attack framework on Ascon using a linearize-and-guess approach | |
CN104410427B (en) | A kind of LDPC encoder and its check bit generation unit | |
CN105703783B (en) | A kind of LDPC encoder of quasi- parallel organization | |
CN110324048A (en) | The coding method of RA-LDPC-CC and encoder in a kind of communication modulation systems | |
CN103269227A (en) | Quasi-cyclic LDPC serial coder based on cyclic left shift and in deep space communication | |
CN103236858A (en) | Rotate left-based quasi-cyclic low density parity check (LDPC) serial encoder in China mobile multimedia broadcasting (CMMB) | |
Aird | Identities of tropical matrix semigroups and the plactic monoid of rank 4 | |
Raviv | Asymptotically optimal regenerating codes over any field |
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 | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20210105 Termination date: 20210926 |
|
CF01 | Termination of patent right due to non-payment of annual fee |