A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes

碩士 === 國立清華大學 === 電機工程學系 === 105 === This paper, proposes an iterative soft-decision decoding algorithm for Reed-Solomon (RS) codes. The proposed decoding algorithm combines the concepts of adapting the parity-check matrix, informed dynamic scheduling, and bit-flipping decoding. The parity-check mat...

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Main Authors: Wu, Jyun-Han, 吳俊翰
Other Authors: Ueng, Yeong-Luh
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/89w4ba
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spelling ndltd-TW-105NTHU54420442019-05-15T23:53:45Z http://ndltd.ncl.edu.tw/handle/89w4ba A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes 里德所羅門碼之接近最大似然的軟式解碼演算法 Wu, Jyun-Han 吳俊翰 碩士 國立清華大學 電機工程學系 105 This paper, proposes an iterative soft-decision decoding algorithm for Reed-Solomon (RS) codes. The proposed decoding algorithm combines the concepts of adapting the parity-check matrix, informed dynamic scheduling, and bit-flipping decoding. The parity-check matrix is re-arranged before each iteration, where the systematic part is mapped to the least reliable bits, consequently reducing their influence on the other bits. Using dynamic scheduling, the more important decoding messages are updated to these least reliable bits, meaning that the majority of the error bits with low reliability can be corrected. Finally, bit-flipping decoding is applied to the most reliable bits, thereby solving the remaining error bits that have a high reliability. When the proposed integrated decoding is applied to a (255, 239) RS code, the difference between its frame error rate performance (FER) and the maximum-likelihood (ML) bound can be reduced to 0.25 dB, and a gain of more than 0.4 dB is achieved compared to all the previously recorded soft-decision decoding for RS codes. Ueng, Yeong-Luh 翁詠祿 2016 學位論文 ; thesis 55 en_US
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description 碩士 === 國立清華大學 === 電機工程學系 === 105 === This paper, proposes an iterative soft-decision decoding algorithm for Reed-Solomon (RS) codes. The proposed decoding algorithm combines the concepts of adapting the parity-check matrix, informed dynamic scheduling, and bit-flipping decoding. The parity-check matrix is re-arranged before each iteration, where the systematic part is mapped to the least reliable bits, consequently reducing their influence on the other bits. Using dynamic scheduling, the more important decoding messages are updated to these least reliable bits, meaning that the majority of the error bits with low reliability can be corrected. Finally, bit-flipping decoding is applied to the most reliable bits, thereby solving the remaining error bits that have a high reliability. When the proposed integrated decoding is applied to a (255, 239) RS code, the difference between its frame error rate performance (FER) and the maximum-likelihood (ML) bound can be reduced to 0.25 dB, and a gain of more than 0.4 dB is achieved compared to all the previously recorded soft-decision decoding for RS codes.
author2 Ueng, Yeong-Luh
author_facet Ueng, Yeong-Luh
Wu, Jyun-Han
吳俊翰
author Wu, Jyun-Han
吳俊翰
spellingShingle Wu, Jyun-Han
吳俊翰
A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
author_sort Wu, Jyun-Han
title A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
title_short A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
title_full A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
title_fullStr A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
title_full_unstemmed A Near Maximum-Likelihood Soft-Decision Decoding Algorithm For Reed-Solomon Codes
title_sort near maximum-likelihood soft-decision decoding algorithm for reed-solomon codes
publishDate 2016
url http://ndltd.ncl.edu.tw/handle/89w4ba
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