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Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes

In this paper, we propose a pre-configured error pattern ordered statistics decoding (PEPOSD) algorithm and discuss its application to short cyclic redundancy check (CRC)-polar codes. Unlike the traditional OSD that changes the most reliable independent symbols, we regard the decoding process as tes...

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Autores principales: Li, Xuanyu, Niu, Kai, Han, Yuxin, Dai, Jincheng, Tan, Zhiyuan, Guo, Zhiheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606545/
https://www.ncbi.nlm.nih.gov/pubmed/37895526
http://dx.doi.org/10.3390/e25101405
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author Li, Xuanyu
Niu, Kai
Han, Yuxin
Dai, Jincheng
Tan, Zhiyuan
Guo, Zhiheng
author_facet Li, Xuanyu
Niu, Kai
Han, Yuxin
Dai, Jincheng
Tan, Zhiyuan
Guo, Zhiheng
author_sort Li, Xuanyu
collection PubMed
description In this paper, we propose a pre-configured error pattern ordered statistics decoding (PEPOSD) algorithm and discuss its application to short cyclic redundancy check (CRC)-polar codes. Unlike the traditional OSD that changes the most reliable independent symbols, we regard the decoding process as testing the error patterns, like guessing random additive noise decoding (GRAND). Also, the pre-configurator referred from ordered reliability bits (ORB) GRAND can better control the range and testing order of EPs. An offline–online structure can accelerate the decoding process. Additionally, we also introduce two orders to optimize the search order for testing EPs. Compared with CRC-aided OSD and list decoding, PEPOSD can achieve a better trade-off between accuracy and complexity.
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spelling pubmed-106065452023-10-28 Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes Li, Xuanyu Niu, Kai Han, Yuxin Dai, Jincheng Tan, Zhiyuan Guo, Zhiheng Entropy (Basel) Article In this paper, we propose a pre-configured error pattern ordered statistics decoding (PEPOSD) algorithm and discuss its application to short cyclic redundancy check (CRC)-polar codes. Unlike the traditional OSD that changes the most reliable independent symbols, we regard the decoding process as testing the error patterns, like guessing random additive noise decoding (GRAND). Also, the pre-configurator referred from ordered reliability bits (ORB) GRAND can better control the range and testing order of EPs. An offline–online structure can accelerate the decoding process. Additionally, we also introduce two orders to optimize the search order for testing EPs. Compared with CRC-aided OSD and list decoding, PEPOSD can achieve a better trade-off between accuracy and complexity. MDPI 2023-09-30 /pmc/articles/PMC10606545/ /pubmed/37895526 http://dx.doi.org/10.3390/e25101405 Text en © 2023 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
Li, Xuanyu
Niu, Kai
Han, Yuxin
Dai, Jincheng
Tan, Zhiyuan
Guo, Zhiheng
Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title_full Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title_fullStr Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title_full_unstemmed Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title_short Pre-Configured Error Pattern Ordered Statistics Decoding for CRC-Polar Codes
title_sort pre-configured error pattern ordered statistics decoding for crc-polar codes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606545/
https://www.ncbi.nlm.nih.gov/pubmed/37895526
http://dx.doi.org/10.3390/e25101405
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