Title :
Two decoding algorithms for low-density parity-check codes
Author :
Ngatched, T.M.N. ; Bossert, M. ; Fahrner, A.
Author_Institution :
Sch. of Electr., Electron. & Comput. Eng., Univ. of KwaZulu-Natal, Durban, South Africa
Abstract :
In this paper, a low complexity algorithm for binary linear block codes is applied to low-density parity-check (LDPC) codes and improvements are described, namely an extension to soft-decision decoding and a loop detection mechanism. For soft decoding, only one real-valued addition per code symbol is needed, while the remaining operations are only binary as in the hard decision case. The decoding performance is considerably increased by the loop detection. Simulation results are used to compare the performance with other known decoding strategies for LDPC codes, with the result that the presented algorithms offer excellent performance at smaller complexity.
Keywords :
binary codes; block codes; iterative decoding; linear codes; parity check codes; LDPC codes; binary linear block codes; decoding performance; loop detection mechanism; low complexity algorithm; low-density parity-check codes; soft decoding; soft-decision decoding; Africa; Belief propagation; Block codes; Error correction; Iterative algorithms; Iterative decoding; Parity check codes; Performance analysis; Sum product algorithm; Turbo codes;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1494436