Title :
An improvement on the modified weighted bit flipping decoding algorithm for LDPC codes
Author :
Jiang, Ming ; Zhao, Chunming ; Shi, Zhihua ; Chen, Yu
Author_Institution :
Dept. of Radio Eng., Southeast Univ., Nanjing, China
fDate :
9/1/2005 12:00:00 AM
Abstract :
We present a major improvement to the modified weighted bit flipping (MWBF) decoding algorithm for low density parity-check (LDPC) codes. We improve the flipping criterion by introducing a more efficient method for computing the reliability of the parity checks. We derive an approximate theoretical expression for the weighting factor and demonstrate its consistency with simulation results. The improved MWBF algorithm achieves a noticeable gain over the MWBF algorithm with only a modest increase in computational complexity.
Keywords :
computational complexity; iterative decoding; parity check codes; LDPC; MWBF; approximation theory; computational complexity; low density parity-check code; modified weighted bit flipping decoding algorithm; reliability; Belief propagation; Bit error rate; Computational complexity; Computational efficiency; Computational modeling; Iterative algorithms; Iterative decoding; Null space; Parity check codes; Sparse matrices;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2005.1506712