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
Link To Document :
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