Title :
Efficient Decoding of Short Length Linear Cyclic Codes
Author :
Ismail, Mohamed ; Denic, Stojan ; Coon, Justin
Author_Institution :
Telecommun. Res. Lab., Toshiba Res. Eur. Ltd., Bristol, UK
Abstract :
Iterative soft decision decoding of linear block codes is a practical necessity when working with even modest block lengths. A number of algorithms have been proposed in the literature which use the permutation group of a code and the belief propagation (BP) algorithm for decoding. A novel soft-input, soft-output algorithm is presented that can be used for efficiently decoding of linear cyclic codes. Utilising the automorphism property of cyclic codes the permutation is incorporated into the belief propagation algorithm resulting in faster convergence and better error correcting performance. Performance of the new approach is analysed using a (63,45) BCH code and a (72,36) quadratic residue code. Simulation results show significant reduction in the average number of required decoding iterations and some improvement in error correcting performance over published algorithms.
Keywords :
BCH codes; block codes; cyclic codes; error correction codes; iterative decoding; linear codes; (63,45) BCH code; (72,36) quadratic residue code; BP algorithm; automorphism property; belief propagation algorithm; code permutation group; error correcting performance; iterative soft decision decoding; short length linear cyclic codes; soft-input soft-output algorithm; Algorithm design and analysis; Belief propagation; Bit error rate; Block codes; Iterative decoding; Maximum likelihood decoding; Iterative decoding; belief propagation; linear cyclic codes; permutation codes;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2015.2392114