Minimizing the Alphabet Size in Codes With Restricted Error Sets

Mira Gonen, Ishay Haviv, Michael Langberg, Alex Sprintson

Research output: Contribution to journalArticlepeer-review

Abstract

This paper focuses on the study of the minimum possible alphabet size of codes in a generalized setting where the coding scheme is required to handle a pre-specified set of erasure or error patterns, naturally represented by a hypergraph. The need for such codes arises in many settings of practical interest, including wireless communication and flash memory systems. In many such settings, a smaller field size is achievable than that offered by MDS and other standard codes. We establish a connection between the minimum alphabet size of codes in this generalized setting and the combinatorial properties of the hypergraph that represents the pre-specified collection of erasure or error patterns. We also establish connections between error and erasure correcting codes in our generalized setting. Finally, we consider a variation of the problem that allows a small probability of decoding error and relate it to an approximate version of hypergraph coloring.

Original languageEnglish
Pages (from-to)3891-3902
Number of pages12
JournalIEEE Transactions on Information Theory
Volume70
Issue number6
DOIs
StatePublished - 1 Jun 2024
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 1963-2012 IEEE.

Keywords

  • Codes
  • alphabet size

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