Title :
Reliability ratio based weighted bit-flipping decoding for LDPC codes
Author :
Guo, Feng ; Hanzo, Lajos
Author_Institution :
Sch. of ECS, Southampton Univ., UK
fDate :
30 May-1 June 2005
Abstract :
In this contribution, a novel reliability-ratio based weighted bit-flipping (RRWBF) algorithm is proposed for decoding low density parity check (LDPC) codes. The RRWBF algorithm proposed is benchmarked against the conventional weighted bit-flipping (WBF) algorithm and the improved weighted bit-flipping (IWBF) algorithm. More than 1 and 2 dB coding gain was achieved at a BER of 10-5 while invoking the RRWBF algorithm in comparison to the two benchmarking schemes, when communicating over an AWGN and an uncorrelated Rayleigh channel, respectively. Furthermore, the decoding complexity of the proposed RRWBF algorithm is maintained at the same level as that of the conventional WBF algorithm.
Keywords :
AWGN channels; Rayleigh channels; decoding; error statistics; parity check codes; AWGN channel; BER; LDPC codes; RRWBF; decoding complexity; low density parity check codes; reliability-ratio based weighted bit-flipping; uncorrelated Rayleigh channel; AWGN; Bit error rate; Gain; Gaussian noise; Information theory; Iterative decoding; Parity check codes; Phase change materials; Rayleigh channels; Sum product algorithm;
Conference_Titel :
Vehicular Technology Conference, 2005. VTC 2005-Spring. 2005 IEEE 61st
Print_ISBN :
0-7803-8887-9
DOI :
10.1109/VETECS.2005.1543385