Title :
Permutation Decoding and the Stopping Redundancy Hierarchy of Cyclic and Extended Cyclic Codes
Author :
Hehn, Thorsten ; Milenkovic, Olgica ; Laendner, Stefan ; Huber, Johannes B.
Author_Institution :
Univ. of Erlangen- Nuremberg, Erlangen
Abstract :
We introduce the notion of the stopping redundancy hierarchy of a linear block code as a measure of the tradeoff between performance and complexity of iterative decoding for the binary erasure channel. We derive lower and upper bounds for the stopping redundancy hierarchy via Lovasz´s local lemma (LLL) and Bonferroni-type inequalities, and specialize them for codes with cyclic parity-check matrices. Based on the observed properties of parity-check matrices with good stopping redundancy characteristics, we develop a novel decoding technique, termed automorphism group decoding, that combines iterative message passing and permutation decoding. We also present bounds on the smallest number of permutations of an automorphism group decoder needed to correct any set of erasures up to a prescribed size. Simulation results demonstrate that for a large number of algebraic codes, the performance of the new decoding method is close to that of maximum-likelihood (ML) decoding.
Keywords :
block codes; cyclic codes; iterative decoding; linear codes; parity check codes; Bonferroni-type inequalities; Lovasz local lemma; automorphism group decoding; binary erasure channel; cyclic codes; cyclic parity-check matrices; iterative decoding; iterative message passing; linear block code; permutation decoding; stopping redundancy hierarchy; Block codes; Communication system control; Helium; Iterative decoding; Linear matrix inequalities; Maximum likelihood decoding; Message passing; Parity check codes; Redundancy; Upper bound; Automorphism group; Bose–Chaudhudri–Hocquenghem (BCH) codes; Hamming codes; binary erasure channel; cyclic codes; permutation decoding; stopping redundancy hierarchy; stopping sets;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2008.2006456