Title :
Construction of nonbinary cyclic, quasi-cyclic and regular LDPC codes: a finite geometry approach
Author :
Zeng, Lingqi ; Lan, Lan ; Tai, Ying Yu ; Zhou, Bo ; Lin, Shu ; Abdel-Ghaffar, Khaled A S
Author_Institution :
Univ. of California, Oakland
fDate :
3/1/2008 12:00:00 AM
Abstract :
This paper presents five methods for constructing nonbinary LDPC codes based on finite geometries. These methods result in five classes of nonbinary LDPC codes, one class of cyclic LDPC codes, three classes of quasi-cyclic LDPC codes and one class of structured regular LDPC codes. Experimental results show that constructed codes in these classes decoded with iterative decoding based on belief propagation perform very well over the AWGN channel and they achieve significant coding gains over Reed-Solomon codes of the same lengths and rates with either algebraic hard-decision decoding or Kotter-Vardy algebraic soft-decision decoding at the expense of a larger decoding computational complexity.
Keywords :
AWGN channels; iterative decoding; parity check codes; AWGN channel; Kotter-Vardy algebraic soft-decision decoding; Reed-Solomon codes; algebraic hard-decision decoding; belief propagation; decoding computational complexity; finite geometry approach; iterative decoding; low density parity check codes; quasicyclic LDPC codes; AWGN channels; Belief propagation; Galois fields; Geometry; Iterative algorithms; Iterative decoding; Message passing; Parity check codes; Performance gain; Reed-Solomon codes;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2008.060025