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Reverse PAC Codes: Look-Ahead List Decoding
Convolutional precoding in polarization-adjusted convolutional (PAC) codes is a recently introduced variant of polar codes. It has demonstrated an effective reduction in the number of minimum weight codewords (a.k.a error coefficient) of polar codes. This reduction has the potential to significantly...
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creator | Gu, Xinyi Rowshan, Mohammad Yuan, Jinhong |
description | Convolutional precoding in polarization-adjusted convolutional (PAC) codes is a recently introduced variant of polar codes. It has demonstrated an effective reduction in the number of minimum weight codewords (a.k.a error coefficient) of polar codes. This reduction has the potential to significantly improve the error correction performance. From a codeword formation perspective, this reduction has limitations. Capitalizing on the understanding of the decomposition of minimum-weight codewords, this paper studies reverse precoding that can effectively reduce minimum-weight codewords more than in PAC codes. We propose a look-ahead list decoding for the reverse PAC codes, which has the same order of complexity as list decoding in PAC codes. Through numerical analysis, we demonstrate a notable reduction in error coefficients compared to PAC codes and polar codes, resulting in a remarkable improvement in the block error rate, in particular at high code rates. |
doi_str_mv | 10.1109/ISIT57864.2024.10619652 |
format | conference_proceeding |
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It has demonstrated an effective reduction in the number of minimum weight codewords (a.k.a error coefficient) of polar codes. This reduction has the potential to significantly improve the error correction performance. From a codeword formation perspective, this reduction has limitations. Capitalizing on the understanding of the decomposition of minimum-weight codewords, this paper studies reverse precoding that can effectively reduce minimum-weight codewords more than in PAC codes. We propose a look-ahead list decoding for the reverse PAC codes, which has the same order of complexity as list decoding in PAC codes. Through numerical analysis, we demonstrate a notable reduction in error coefficients compared to PAC codes and polar codes, resulting in a remarkable improvement in the block error rate, in particular at high code rates.</description><identifier>EISSN: 2157-8117</identifier><identifier>EISBN: 9798350382846</identifier><identifier>DOI: 10.1109/ISIT57864.2024.10619652</identifier><language>eng</language><publisher>IEEE</publisher><subject>Codes ; Convolutional codes ; Decoding ; Error analysis ; error coefficient ; minimum weight codewords ; Numerical analysis ; ordered statistics decoding ; PAC codes ; Picture archiving and communication systems ; Polar codes ; pre-transformation ; Precoding ; sphere decoding</subject><ispartof>2024 IEEE International Symposium on Information Theory (ISIT), 2024, p.2844-2849</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10619652$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,778,782,787,788,27912,54542,54919</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10619652$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Gu, Xinyi</creatorcontrib><creatorcontrib>Rowshan, Mohammad</creatorcontrib><creatorcontrib>Yuan, Jinhong</creatorcontrib><title>Reverse PAC Codes: Look-Ahead List Decoding</title><title>2024 IEEE International Symposium on Information Theory (ISIT)</title><addtitle>ISIT</addtitle><description>Convolutional precoding in polarization-adjusted convolutional (PAC) codes is a recently introduced variant of polar codes. It has demonstrated an effective reduction in the number of minimum weight codewords (a.k.a error coefficient) of polar codes. This reduction has the potential to significantly improve the error correction performance. From a codeword formation perspective, this reduction has limitations. Capitalizing on the understanding of the decomposition of minimum-weight codewords, this paper studies reverse precoding that can effectively reduce minimum-weight codewords more than in PAC codes. We propose a look-ahead list decoding for the reverse PAC codes, which has the same order of complexity as list decoding in PAC codes. Through numerical analysis, we demonstrate a notable reduction in error coefficients compared to PAC codes and polar codes, resulting in a remarkable improvement in the block error rate, in particular at high code rates.</description><subject>Codes</subject><subject>Convolutional codes</subject><subject>Decoding</subject><subject>Error analysis</subject><subject>error coefficient</subject><subject>minimum weight codewords</subject><subject>Numerical analysis</subject><subject>ordered statistics decoding</subject><subject>PAC codes</subject><subject>Picture archiving and communication systems</subject><subject>Polar codes</subject><subject>pre-transformation</subject><subject>Precoding</subject><subject>sphere decoding</subject><issn>2157-8117</issn><isbn>9798350382846</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2024</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNqFzrsKwjAYQOEoCFbtGwhml9ZcmptbqYqFDqLdS7G_Gm-RRgTf3kVnpzN8y0FoQklMKTGzfJeXQmmZxIywJKZEUiMF66DQKKO5IFwzncguChgVKtKUqj4aeH8mhCtOWICmW3hB6wFv0gxnrgE_x4Vzlyg9Qd3gwvonXsDeNfZ-HKHeob56CL8dovFqWWbryAJA9WjtrW7f1W-C_-EPB0EzFg</recordid><startdate>20240707</startdate><enddate>20240707</enddate><creator>Gu, Xinyi</creator><creator>Rowshan, Mohammad</creator><creator>Yuan, Jinhong</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>20240707</creationdate><title>Reverse PAC Codes: Look-Ahead List Decoding</title><author>Gu, Xinyi ; Rowshan, Mohammad ; Yuan, Jinhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_106196523</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Codes</topic><topic>Convolutional codes</topic><topic>Decoding</topic><topic>Error analysis</topic><topic>error coefficient</topic><topic>minimum weight codewords</topic><topic>Numerical analysis</topic><topic>ordered statistics decoding</topic><topic>PAC codes</topic><topic>Picture archiving and communication systems</topic><topic>Polar codes</topic><topic>pre-transformation</topic><topic>Precoding</topic><topic>sphere decoding</topic><toplevel>online_resources</toplevel><creatorcontrib>Gu, Xinyi</creatorcontrib><creatorcontrib>Rowshan, Mohammad</creatorcontrib><creatorcontrib>Yuan, Jinhong</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gu, Xinyi</au><au>Rowshan, Mohammad</au><au>Yuan, Jinhong</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Reverse PAC Codes: Look-Ahead List Decoding</atitle><btitle>2024 IEEE International Symposium on Information Theory (ISIT)</btitle><stitle>ISIT</stitle><date>2024-07-07</date><risdate>2024</risdate><spage>2844</spage><epage>2849</epage><pages>2844-2849</pages><eissn>2157-8117</eissn><eisbn>9798350382846</eisbn><abstract>Convolutional precoding in polarization-adjusted convolutional (PAC) codes is a recently introduced variant of polar codes. It has demonstrated an effective reduction in the number of minimum weight codewords (a.k.a error coefficient) of polar codes. This reduction has the potential to significantly improve the error correction performance. From a codeword formation perspective, this reduction has limitations. Capitalizing on the understanding of the decomposition of minimum-weight codewords, this paper studies reverse precoding that can effectively reduce minimum-weight codewords more than in PAC codes. We propose a look-ahead list decoding for the reverse PAC codes, which has the same order of complexity as list decoding in PAC codes. Through numerical analysis, we demonstrate a notable reduction in error coefficients compared to PAC codes and polar codes, resulting in a remarkable improvement in the block error rate, in particular at high code rates.</abstract><pub>IEEE</pub><doi>10.1109/ISIT57864.2024.10619652</doi></addata></record> |
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identifier | EISSN: 2157-8117 |
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issn | 2157-8117 |
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source | IEEE Xplore All Conference Series |
subjects | Codes Convolutional codes Decoding Error analysis error coefficient minimum weight codewords Numerical analysis ordered statistics decoding PAC codes Picture archiving and communication systems Polar codes pre-transformation Precoding sphere decoding |
title | Reverse PAC Codes: Look-Ahead List Decoding |
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