Cyclic and Quasi-Cyclic LDPC Codes on Constrained Parity-Check Matrices and Their Trapping Sets

被引:71
作者
Huang, Qin [1 ]
Diao, Qiuju [2 ]
Lin, Shu [2 ]
Abdel-Ghaffar, Khaled [2 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100083, Peoples R China
[2] Univ Calif Davis, Dept Elect & Comp Engn, Davis, CA 95616 USA
基金
美国国家科学基金会;
关键词
Circulant decomposition; cyclic code; finite-geometry (FG) code; low-density parity-check (LDPC) code; orthogonal parity-check sums; quasi-cyclic (QC) code; row-column (RC)-constrained LDPC code; trapping set; DECODING ALGORITHMS; ABSORBING SETS; CONSTRUCTION; PERFORMANCE; DESIGN; BINARY; AWGN; DECODERS; FLOORS;
D O I
10.1109/TIT.2011.2179842
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is concerned with construction and structural analysis of both cyclic and quasi-cyclic codes, particularly low-density parity-check (LDPC) codes. It consists of three parts. The first part shows that a cyclic code given by a parity-check matrix in circulant form can be decomposed into descendant cyclic and quasi-cyclic codes of various lengths and rates. Some fundamental structural properties of these descendant codes are developed, including the characterization of the roots of the generator polynomial of a cyclic descendant code. The second part of the paper shows that cyclic and quasi-cyclic descendant LDPC codes can be derived from cyclic finite-geometry LDPC codes using the results developed in the first part of the paper. This enlarges the repertoire of cyclic LDPC codes. The third part of the paper analyzes the trapping set structure of regular LDPC codes whose parity-check matrices satisfy a certain constraint on their rows and columns. Several classes of finite-geometry and finite-field cyclic and quasi-cyclic LDPC codes with large minimum distances are shown to have no harmful trapping sets of size smaller than their minimum distances. Consequently, their error-floor performances are dominated by their minimum distances.
引用
收藏
页码:2648 / 2671
页数:24
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