Critical noise levels for LDPC decoding


Autoria(s): Mourik, Jort van; Saad, David; Kabashima, Yoshiyuki
Data(s)

01/03/2002

Resumo

We determine the critical noise level for decoding low density parity check error correcting codes based on the magnetization enumerator , rather than on the weight enumerator employed in the information theory literature. The interpretation of our method is appealingly simple, and the relation between the different decoding schemes such as typical pairs decoding, MAP, and finite temperature decoding (MPM) becomes clear. In addition, our analysis provides an explanation for the difference in performance between MN and Gallager codes. Our results are more optimistic than those derived via the methods of information theory and are in excellent agreement with recent results from another statistical physics approach.

Formato

application/pdf

Identificador

http://eprints.aston.ac.uk/1316/1/NCRG_2002_002.pdf

Mourik, Jort van; Saad, David and Kabashima, Yoshiyuki (2002). Critical noise levels for LDPC decoding. Working Paper. Aston University.

Publicador

Aston University

Relação

http://eprints.aston.ac.uk/1316/

Tipo

Monograph

NonPeerReviewed