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Pseudocodewords of parity-check codes over fields of prime cardinality

  • Mahidol University
  • CHE
  • Clemson University

Research output: Contribution to journal › Article › peer-review

Abstract

This paper considers pseudocodewords of low-density parity-check codes over alphabets with prime cardinality p for use over the p-ary symmetric channel. Pseudocodewords are decoding algorithm outputs that may not be legitimate codewords. Here, we consider pseudocodewords arising from graph cover decoding and linear programming decoding. For codes over the binary alphabet, such pseudocodewords correspond to rational points of the fundamental polytope. They can be characterized via the fundamental cone, which is the conic hull of the fundamental polytope; the pseudocodewords are precisely those integer vectors within the fundamental cone that reduce modulo 2 to a codeword. In this paper, we determine a set of conditions that pseudocodewords of codes over F p , the finite field of prime cardinality p, must satisfy. To do so, we introduce a class of critical multisets and a mapping, which associates a real number to each pseudocodeword over Fp. The real numbers associated with pseudocodewords are subject to lower bounds imposed by the critical multisets. The inequalities are given in terms of the parity-check matrix entries and critical multisets. This gives a necessary and sufficient condition for pseudocodewords of codes over F2 and F3 and a necessary condition for those over larger alphabets. In addition, irreducible pseudocodewords of codes over F3 are found as a Hilbert basis for the lifted fundamental cone.

Original languageEnglish
Article number6841613
Pages (from-to)5215-5227
Number of pages13
JournalIEEE Transactions on Information Theory
Volume60
Issue number9
DOIs
Publication statusPublished - Sept 2014
Externally publishedYes

Keywords

  • Iterative decoding
  • fundamental cone
  • irreducible pseudocodewords
  • low-density parity-check (LDPC) code
  • nonbinary code
  • pseudocodewords

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