Array-code ensembles -or- two-dimensional LDPC codes

Yuval Cassuto, M. Amin Shokrollahi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publication2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
Pages518-522
Number of pages5
DOIs
StatePublished - 2011
Externally publishedYes
Event2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011 - St. Petersburg, Russian Federation
Duration: 31 Jul 20115 Aug 2011

Publication series

NameIEEE International Symposium on Information Theory - Proceedings

Conference

Conference2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
Country/TerritoryRussian Federation
CitySt. Petersburg
Period31/07/115/08/11

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Information Systems
  • Modelling and Simulation
  • Applied Mathematics

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