Title :
A stopping criterion for nonbinary LDPC codes over GF(q)
Author :
Chen, Xin ; Men, Aidong ; Zhou, Wei
Author_Institution :
Sch. of Telecommun. Eng., BUPT, Beijing, China
Abstract :
Nonbinary low-density parity-check (LDPC) codes over finite fields GF(q) have a better performance than those of the binary low-density parity-check codes, at short and medium block lengths, but the decoder of GF(q)-LDPC has more complexity. In this paper, a new stopping criterion is proposed. Based on the changes of the variance of variable node¿s extrinsic information, the criterion can predict a decoding failure and decide whether the iteration of the decoder should be stopped. The simulation results show that the stopping criterion can greatly reduces the average number of required iterations of GF(q)-LDPC decoder with negligible performance loss.
Keywords :
Galois fields; iterative decoding; parity check codes; GF decoder; code length; decoding failure prediction; iterative decoding; nonbinary LDPC code; nonbinary low-density parity-check code; stopping criterion; Analysis of variance; Belief propagation; Computational complexity; Fast Fourier transforms; Galois fields; Iterative algorithms; Iterative decoding; Iterative methods; Parity check codes; Performance loss; GF(q)-LDPC; iterative decoding; stopping criterion;
Conference_Titel :
Communication Systems, 2008. ICCS 2008. 11th IEEE Singapore International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-2423-8
Electronic_ISBN :
978-1-4244-2424-5
DOI :
10.1109/ICCS.2008.4737395