Title :
Array-code ensembles -or- two-dimensional LDPC codes
Author :
Cassuto, Yuval ; Shokrollahi, M. Amin
Author_Institution :
ALGO Lab., EPFL, Lausanne, Switzerland
fDate :
July 31 2011-Aug. 5 2011
Abstract :
Probabilistic construction of codes on two-dimensional arrays is proposed and analyzed. Instead of a pure combinatorial erasure model used in traditional array codes, we propose a mixed combinatorial-probabilistic model of limiting the number of column failures, with assuming a binary erasure channel in each failing column. In addition, motivated by practical applications, we maintain an array with a fixed number of columns, while allowing the column size to grow to infinity. As a result, we obtain a framework that allows developing powerful constructions and analysis techniques previously only applicable in the theory of iteratively decoded one-dimensional low-density parity-check codes. The new array-code ensembles are shown to approach the performance of traditional MDS codes, with a simple decoder that offers better scalability in the number of column failures.
Keywords :
channel coding; combinatorial mathematics; iterative decoding; parity check codes; probability; MDS codes; array-code ensembles; binary erasure channel; combinatorial erasure model; iterative decoding; mixed combinatorial-probabilistic model; one-dimensional low-density parity-check codes; two-dimensional LDPC codes; two-dimensional arrays; Arrays; Decoding; Encoding; Iterative decoding; Probabilistic logic; Sockets;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6034181