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
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