Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets

We construct a new list-decodable family of asymptotically good algebraic-geometric (AG) codes over fixed alphabets. The function fields underlying these codes are constructed using class field theory, specifically Drinfeld modules of rank 1, and designed to have an automorphism of large order that...

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Main Authors: Guruswami, Venkatesan, Xing, Chaoping
Other Authors: School of Physical and Mathematical Sciences
Format: Conference or Workshop Item
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/106724
http://hdl.handle.net/10220/25106
http://epubs.siam.org/doi/abs/10.1137/1.9781611973402.134
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1067242023-02-28T19:17:07Z Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets Guruswami, Venkatesan Xing, Chaoping School of Physical and Mathematical Sciences Annual ACM-SIAM Symposium on Discrete Algorithms, SODA (25th : 2014) DRNTU::Science::Mathematics::Discrete mathematics::Algorithms We construct a new list-decodable family of asymptotically good algebraic-geometric (AG) codes over fixed alphabets. The function fields underlying these codes are constructed using class field theory, specifically Drinfeld modules of rank 1, and designed to have an automorphism of large order that is used to “fold” the AG code. This generalizes earlier work by the first author on folded AG codes based on cyclotomic function fields. The recent linear-algebraic approach to list decoding can be applied to our new codes, and crucially, we use the Chebotarev density theorem to establish a polynomial upper bound on the list-size for list decoding up to an error fraction approaching 1 – R where R is the rate. The list decoding can be performed in polynomial time given polynomial amount of pre-processed information about the function field.Our construction yields algebraic codes over constant-sized alphabets that can be list decoded up to the Singleton bound — specifically, for any desired rate R ∊ (0, 1) and constant ∊ > 0, we get codes over an alphabet size that can be list decoded up to error fraction 1 – R – ∊ confining close-by messages to a subspace with elements. Previous results for list decoding up to error-fraction 1 – R – ∊ over constant-sized alphabets were either based on concatenation or involved taking a carefully chosen subcode of algebraic-geometric codes. In contrast, our result shows that these folded algebraic-geometric codes themselves have the claimed list decoding property. Further, our methods to get function fields with the properties needed for constructing and decoding the code might be of independent algebraic interest. Published version 2015-02-26T03:06:19Z 2019-12-06T22:16:59Z 2015-02-26T03:06:19Z 2019-12-06T22:16:59Z 2014 2014 Conference Paper Guruswami, V., & Xing, C. (2014). Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets. Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 1858-1866. https://hdl.handle.net/10356/106724 http://hdl.handle.net/10220/25106 http://epubs.siam.org/doi/abs/10.1137/1.9781611973402.134 en © 2014 Society for Industrial and Applied Mathematics. This paper was published in Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms and is made available as an electronic reprint (preprint) with permission of Society for Industrial and Applied Mathematics. The paper can be found at the following URL: [http://epubs.siam.org/doi/abs/10.1137/1.9781611973402.134]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 9 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Science::Mathematics::Discrete mathematics::Algorithms
spellingShingle DRNTU::Science::Mathematics::Discrete mathematics::Algorithms
Guruswami, Venkatesan
Xing, Chaoping
Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
description We construct a new list-decodable family of asymptotically good algebraic-geometric (AG) codes over fixed alphabets. The function fields underlying these codes are constructed using class field theory, specifically Drinfeld modules of rank 1, and designed to have an automorphism of large order that is used to “fold” the AG code. This generalizes earlier work by the first author on folded AG codes based on cyclotomic function fields. The recent linear-algebraic approach to list decoding can be applied to our new codes, and crucially, we use the Chebotarev density theorem to establish a polynomial upper bound on the list-size for list decoding up to an error fraction approaching 1 – R where R is the rate. The list decoding can be performed in polynomial time given polynomial amount of pre-processed information about the function field.Our construction yields algebraic codes over constant-sized alphabets that can be list decoded up to the Singleton bound — specifically, for any desired rate R ∊ (0, 1) and constant ∊ > 0, we get codes over an alphabet size that can be list decoded up to error fraction 1 – R – ∊ confining close-by messages to a subspace with elements. Previous results for list decoding up to error-fraction 1 – R – ∊ over constant-sized alphabets were either based on concatenation or involved taking a carefully chosen subcode of algebraic-geometric codes. In contrast, our result shows that these folded algebraic-geometric codes themselves have the claimed list decoding property. Further, our methods to get function fields with the properties needed for constructing and decoding the code might be of independent algebraic interest.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Guruswami, Venkatesan
Xing, Chaoping
format Conference or Workshop Item
author Guruswami, Venkatesan
Xing, Chaoping
author_sort Guruswami, Venkatesan
title Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
title_short Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
title_full Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
title_fullStr Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
title_full_unstemmed Optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
title_sort optimal rate list decoding of folded algebraic-geometric codes over constant-sized alphabets
publishDate 2015
url https://hdl.handle.net/10356/106724
http://hdl.handle.net/10220/25106
http://epubs.siam.org/doi/abs/10.1137/1.9781611973402.134
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