Title :
Quasi-Cyclic LDPC Codes: An Algebraic Construction, Rank Analysis, and Codes on Latin Squares
Author :
Zhang, Li ; Huang, Qin ; Lin, Shu ; Abdel-Ghaffar, Khaled ; Blake, Ian F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, Davis, CA, USA
fDate :
11/1/2010 12:00:00 AM
Abstract :
Quasi-cyclic LDPC codes are the most promising class of structured LDPC codes due to their ease of implementation and excellent performance over noisy channels when decoded with message-passing algorithms as extensive simulation studies have shown. In this paper, an approach for constructing quasi-cyclic LDPC codes based on Latin squares over finite fields is presented. By analyzing the parity-check matrices of these codes, combinatorial expressions for their ranks and dimensions are derived. Experimental results show that, with iterative decoding algorithms, the constructed codes perform very well over the AWGN and the binary erasure channels.
Keywords :
AWGN channels; algebraic codes; matrix algebra; message passing; parity check codes; AWGN channels; Latin squares; algebraic construction; binary erasure channels; message passing; noisy channels; parity-check matrices; quasi-cyclic LDPC codes; rank analysis; Arrays; Construction industry; Decoding; Dispersion; Finite element methods; Null space; Parity check codes; Latin square; quasi-cyclic LDPC code; row-column constraint; row-distance constraint;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.091710.090721