• DocumentCode
    1454235
  • Title

    Reliable communication over channels with insertions, deletions, and substitutions

  • Author

    Davey, Matthew C. ; MacKay, David J C

  • Author_Institution
    Cooperative Res. Centre for Enterprise Distrib. Syst., Brisbane, Qld., Australia
  • Volume
    47
  • Issue
    2
  • fYear
    2001
  • fDate
    2/1/2001 12:00:00 AM
  • Firstpage
    687
  • Lastpage
    698
  • Abstract
    A new block code is introduced which is capable of correcting multiple insertion, deletion, and substitution errors. The code consists of nonlinear inner codes, which we call “watermark"” codes, concatenated with low-density parity-check codes over nonbinary fields. The inner code allows probabilistic resynchronization and provides soft outputs for the outer decoder, which then completes decoding. We present codes of rate 0.7 and transmitted length 5000 bits that can correct 30 insertion/deletion errors per block. We also present codes of rate 3/14 and length 4600 bits that can correct 450 insertion/deletion errors per block
  • Keywords
    block codes; coding errors; concatenated codes; decoding; error correction codes; error detection codes; hidden Markov models; nonlinear codes; probability; synchronisation; HMM; block error correction code; code rate; code transmitted length; concatenated codes; deletion errors; insertion errors; low-density parity-check codes; nonbinary fields; nonlinear inner codes; outer decoder; probabilistic resynchronization; reliable communication; soft outputs; substitution errors; substitutions; telecommunication channels; watermark codes; Block codes; Communication systems; Concatenated codes; Decoding; Error correction; Error correction codes; Hidden Markov models; Parity check codes; Scholarships; Sequences;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.910582
  • Filename
    910582