Presentation 1995/7/15
A Note on Maximum Likelihood Decoding Considering Insertion/deletion Errors
Takuo Mori, Hideki Imai,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this paper, we consider maximum likelihood decoding in a channel where not only substitution errors but also insertion/deletion errors occur. Viterbi decoding does not take account of synchronization errors that occurs in such a channel. We make a simple model of such a channel at first. Then we talk about metric which is used in Viterbi decoding in such a channel and we show that Levenshtein distance is suitable for metric in such a channel under a certain condition, and we also propose Viterbi decoding based on partially weighted Levenshtein distance.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Maximum likelihood decoding / Viterbi decoding / Synchronization error / Insertion/deletion error / Levenshtein distance
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Committee IT
Conference Date 1995/7/15(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Note on Maximum Likelihood Decoding Considering Insertion/deletion Errors
Sub Title (in English)
Keyword(1) Maximum likelihood decoding
Keyword(2) Viterbi decoding
Keyword(3) Synchronization error
Keyword(4) Insertion/deletion error
Keyword(5) Levenshtein distance
1st Author's Name Takuo Mori
1st Author's Affiliation Institute of Industrial Science UNIVERSITY OF TOKYO()
2nd Author's Name Hideki Imai
2nd Author's Affiliation Institute of Industrial Science UNIVERSITY OF TOKYO
Date 1995/7/15
Paper #
Volume (vol) vol.95
Number (no) 145
Page pp.pp.-
#Pages 6
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