DocumentCode
1425803
Title
A matrix-theoretic approach for analyzing quasi-cyclic low-density parity-check codes
Author
Diao, Qiuju ; Huang, Qin ; Lin, Shu ; Abdel-Ghaffar, Khaled
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, Davis, CA, USA
Volume
58
Issue
6
fYear
2012
fDate
6/1/2012 12:00:00 AM
Firstpage
4030
Lastpage
4048
Abstract
A matrix-theoretic approach for studying quasi-cyclic codes based on matrix transformations via Fourier transforms and row and column permutations is developed. These transformations put a parity-check matrix in the form of an array of circulant matrices into a diagonal array of matrices of the same size over an extension field. The approach is amicable to the analysis and construction of quasi-cyclic low-density parity-check codes since it takes into account the specific parity-check matrix used for decoding with iterative message-passing algorithms. Based on this approach, the dimension of the codes and parity-check matrices for the dual codes can be determined. Several algebraic and geometric constructions of quasi-cyclic codes are presented as applications along with simulation results showing their performance over additive white Gaussian noise channels decoded with iterative message-passing algorithms.
Keywords
Fourier transforms; cyclic codes; matrix algebra; parity check codes; Fourier transforms; Gaussian noise channels; algebraic constructions; geometric constructions; matrix-theoretic approach; message-passing algorithm iteration; parity-check matrix; quasi-cyclic low-density parity-check code; Arrays; Fourier transforms; Generators; Null space; Parity check codes; Vectors; Array of circulants; Fourier transform; code construction; low-density parity-check (LDPC) code; quasi-cyclic (QC) code; rank;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2012.2184834
Filename
6134665
Link To Document