Title :
A modified Offset Min-Sum decoding algorithm for LDPC codes
Author :
Xu, Meng ; Wu, Jianhui ; Zhang, Meng
Author_Institution :
Nat. ASIC Syst. Eng. Res. center, Southeast Univ., Nanjing, China
Abstract :
In this paper a modified Offset Min-Sum decoding algorithm for Low-Density Parity Check Codes is presented. In this modified algorithm, the offset factor in the original Offset Min-Sum algorithm is adjusted iteratively with the assistance of the check-node computation outputs of the Normalized Min-Sum algorithm. As a result, the offset factor in our modified algorithm can be calculated adaptively and more efficiently according to the previous decoding procedure, which can minimize the decoding degradation compared with the Belief Propagation decoding algorithm. The simulation results show that, compared with the original Offset Min-Sum decoding algorithm, our modified algorithm can achieve noticeable performance improvement with minor extra hardware complexity. For example, when BER is 10-5, our algorithm can achieve 0.1dB and 0.2dB decoding gain over Offset Min-Sum algorithm for regular and irregular LDPC codes respectively.
Keywords :
error statistics; iterative decoding; parity check codes; LDPC code; additive white Gaussian noise channel; belief propagation decoding algorithm; check node computation output; decoding degradation; low density parity check code; modified offset min-sum decoding algorithm; normalized min-sum algorithm; Adaptation model; Complexity theory; Computational modeling; Decoding; Lead; Moment methods; Belief Propagation algorithm; LDPC codes; Normalized; Offset Min-Sum algorithm;
Conference_Titel :
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5537-9
DOI :
10.1109/ICCSIT.2010.5564884