Title :
Non binary LDPC codes over the binary erasure channel: Density evolution analysis
Author_Institution :
CEA-LETI, MINATEC, Grenoble
Abstract :
In this paper we present a thorough analysis of non binary LDPC codes over the binary erasure channel. First, the decoding of non binary LDPC codes is investigated. The proposed algorithm performs ldquoon-the flyrdquo decoding, i.e. it starts decoding as soon as the first symbols are received, which generalizes the erasure decoding of binary LDPC codes. Next, we evaluate the asymptotical performance of ensembles of non binary LDPC codes, by using the density evolution method. Density evolution equations are derived by taking into consideration both the irregularity of the bipartite graph and the probability distribution of the graph edge labels. Finally, infinite-length performance of some ensembles of non binary LDPC codes for different edge label distributions are shown.
Keywords :
decoding; error correction; error correction codes; parity check codes; signal processing; asymptotical performance; binary erasure channel; bipartite graph irregularity; density evolution analysis; density evolution equations; erasure decoding generalization; graph edge label probability distribution; infinite length performance; nonbinary LDPC code decoding; nonbinary LDPC code ensembles; nonbinary LDPC codes; on the fly decoding; Bipartite graph; Decoding; Equations; Error correction; Error correction codes; Forward error correction; Galois fields; Parity check codes; Physical layer; Probability distribution;
Conference_Titel :
Applied Sciences on Biomedical and Communication Technologies, 2008. ISABEL '08. First International Symposium on
Conference_Location :
Aalborg
Print_ISBN :
978-1-4244-2647-8
Electronic_ISBN :
978-1-4244-2648-5
DOI :
10.1109/ISABEL.2008.4712621