TY - GEN
T1 - Array-code ensembles -or- two-dimensional LDPC codes
AU - Cassuto, Yuval
AU - Shokrollahi, M. Amin
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=80054821506&partnerID=8YFLogxK
U2 - https://doi.org/10.1109/ISIT.2011.6034181
DO - https://doi.org/10.1109/ISIT.2011.6034181
M3 - منشور من مؤتمر
SN - 9781457705953
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 518
EP - 522
BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
T2 - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
Y2 - 31 July 2011 through 5 August 2011
ER -