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Decoding error probability of random parity-check matrix ensemble over the erasure channel

  • Chin Hei Chan*
  • , Fang Wei Fu
  • , Maosheng Xiong
  • *Corresponding author for this work

Research output: Contribution to journalJournal Articlepeer-review

Abstract

In this paper we carry out an in-depth study on the average decoding error probability of the random parity-check matrix ensemble over the erasure channel under three decoding principles, namely unambiguous decoding, maximum likelihood decoding and list decoding. We obtain explicit formulas for the average decoding error probabilities of the random parity-check matrix ensemble under these three decoding principles and compute the error exponents. Moreover, for unambiguous decoding, we compute the variance of the decoding error probability of the random parity-check matrix ensemble and the error exponent of the variance, which implies a strong concentration result, that is, roughly speaking, the ratio of the decoding error probability of a random linear code in the ensemble and the average decoding error probability of the ensemble converges to 1 with high probability when the code length goes to infinity.

Original languageEnglish
Pages (from-to)51-77
Number of pages27
JournalDesigns, Codes, and Cryptography
Volume93
Issue number1
Early online date16 Oct 2024
DOIs
Publication statusPublished - Jan 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2024.

Keywords

  • Random parity-check matrix ensemble
  • Parity-check codes
  • Erasure channel
  • Decoding error probability
  • Error exponent
  • List decoding
  • Maximum likelihood decoding
  • Unambiguous decoding

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