Title :
Degree-dependent decoding of LDPC codes
Author :
Lechner, Gottfried ; Land, Ingmar
Author_Institution :
Inst. for Telecommun. Res., Univ. of South Australia, Adelaide, SA, Australia
Abstract :
In this paper we present a new method to reduce the decoding complexity of LDPC codes. The variable nodes are grouped according to their degrees, and in each iteration only a subset of variable node groups is activated. The variable and check node message updates are associated with a certain cost, and the activation is then optimized such that the overall cost is minimized. The optimum activation order is determined by density evolution. The complexity savings are illustrated by some examples.
Keywords :
communication complexity; parity check codes; degree dependent decoding; density evolution; low density parity check codes; Australia; Channel coding; Convergence; Cost function; Floods; Iterative decoding; Message passing; Parity check codes; Performance loss; Processor scheduling;
Conference_Titel :
Communications Theory Workshop (AusCTW), 2010 Australian
Conference_Location :
Canberra, ACT
Print_ISBN :
978-1-4244-5432-7
DOI :
10.1109/AUSCTW.2010.5426773