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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10606545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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