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SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach

In the successive cancellation (SC) list decoding, the tree pruning operation retains the L best paths with respect to a metric at every decoding step. However, the correct path might be among the L worst paths due to the imposed penalties. In this case, the correct path is pruned and the decoding p...

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Autores principales: Rowshan, Mohammad, Viterbo, Emanuele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497522/
https://www.ncbi.nlm.nih.gov/pubmed/36141097
http://dx.doi.org/10.3390/e24091210
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author Rowshan, Mohammad
Viterbo, Emanuele
author_facet Rowshan, Mohammad
Viterbo, Emanuele
author_sort Rowshan, Mohammad
collection PubMed
description In the successive cancellation (SC) list decoding, the tree pruning operation retains the L best paths with respect to a metric at every decoding step. However, the correct path might be among the L worst paths due to the imposed penalties. In this case, the correct path is pruned and the decoding process fails. shifted pruning (SP) scheme can recover the correct path by additional decoding attempts when decoding fails, in which the pruning window is shifted by [Formula: see text] paths over certain bit positions. A special case of the shifted pruning scheme where [Formula: see text] is known as SCL-flip decoding, which was independently proposed in 2019. In this work, a new metric that performs better in particular for medium and long codes is proposed, and nested shift-pruning schemes are suggested for improving the average complexity.
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spelling pubmed-94975222022-09-23 SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach Rowshan, Mohammad Viterbo, Emanuele Entropy (Basel) Article In the successive cancellation (SC) list decoding, the tree pruning operation retains the L best paths with respect to a metric at every decoding step. However, the correct path might be among the L worst paths due to the imposed penalties. In this case, the correct path is pruned and the decoding process fails. shifted pruning (SP) scheme can recover the correct path by additional decoding attempts when decoding fails, in which the pruning window is shifted by [Formula: see text] paths over certain bit positions. A special case of the shifted pruning scheme where [Formula: see text] is known as SCL-flip decoding, which was independently proposed in 2019. In this work, a new metric that performs better in particular for medium and long codes is proposed, and nested shift-pruning schemes are suggested for improving the average complexity. MDPI 2022-08-29 /pmc/articles/PMC9497522/ /pubmed/36141097 http://dx.doi.org/10.3390/e24091210 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rowshan, Mohammad
Viterbo, Emanuele
SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title_full SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title_fullStr SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title_full_unstemmed SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title_short SC List-Flip Decoding of Polar Codes by Shifted Pruning: A General Approach
title_sort sc list-flip decoding of polar codes by shifted pruning: a general approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497522/
https://www.ncbi.nlm.nih.gov/pubmed/36141097
http://dx.doi.org/10.3390/e24091210
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