Title :
Nonbinary spatially-coupled LDPC codes on the binary erasure channel
Author :
Piemontese, Amina ; Amat, Alexandre Graelli ; Colavolpe, Giulio
Author_Institution :
Dipt. di Ing. dell´Inf., Univ. di Parma, Parma, Italy
Abstract :
We analyze the asymptotic performance of non-binary spatially-coupled low-density parity-check (SC-LDPC) codes built on the general linear group, when the transmission takes place over the binary erasure channel. We propose an efficient method to derive an upper bound to the maximum a posteriori probability (MAP) threshold for nonbinary LDPC codes, and observe that the MAP performance of regular LDPC codes improves with the alphabet size. We then consider nonbinary SC-LDPC codes. We show that the same threshold saturation effect experienced by binary SC-LDPC codes occurs for the nonbinary codes, hence we conjecture that the BP threshold for large termination length approaches the MAP threshold of the underlying regular ensemble.
Keywords :
channel coding; maximum likelihood estimation; parity check codes; BP threshold; MAP threshold; belief propagation; binary SC-LDPC codes; binary erasure channel; general linear group; maximum a posteriori probability threshold; nonbinary spatially-coupled LDPC codes; spatially-coupled low-density parity-check codes; termination length; threshold saturation effect; Couplings; Decoding; Entropy; Iterative decoding; Upper bound; Vectors;
Conference_Titel :
Communications (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICC.2013.6655049