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首页> 外文期刊>LIPIcs : Leibniz International Proceedings in Informatics >Evading Subspaces Over Large Fields and Explicit List-decodable Rank-metric Codes
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Evading Subspaces Over Large Fields and Explicit List-decodable Rank-metric Codes

机译:大字段上的逃避子空间和显式可列表分解的秩度量代码

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We construct an explicit family of linear rank-metric codes over any field F that enables efficient list decoding up to a fraction rho of errors in the rank metric with a rate of 1-rho-eps, for any desired rho in (0,1) and eps > 0. Previously, a Monte Carlo construction of such codes was known, but this is in fact the first explicit construction of positive rate rank-metric codes for list decoding beyond the unique decoding radius. Our codes are explicit subcodes of the well-known Gabidulin codes, which encode linearized polynomials of low degree via their values at a collection of linearly independent points. The subcode is picked by restricting the message polynomials to an F-subspace that evades certain structured subspaces over an extension field of F. These structured spaces arise from the linear-algebraic list decoder for Gabidulin codes due to Guruswami and Xing (STOC'13). Our construction is obtained by combining subspace designs constructed by Guruswami and Kopparty (FOCS'13) with subspace-evasive varieties due to Dvir and Lovett (STOC'12). We establish a similar result for subspace codes, which are a collection of subspaces, every pair of which have low-dimensional intersection, and which have received much attention recently in the context of network coding. We also give explicit subcodes of folded Reed-Solomon (RS) codes with small folding order that are list-decodable (in the Hamming metric) with optimal redundancy, motivated by the fact that list decoding RS codes reduces to list decoding such folded RS codes. However, as we only list decode a subcode of these codes, the Johnson radius continues to be the best known error fraction for list decoding RS codes.
机译:我们在任何字段F上构造了一个显式的线性秩度量代码族,对于(0,1,0,1中的任何所需rho,它都能够以1-rho-eps的速率对秩度量中的错误的分数rho进行有效列表解码且eps>0。以前,此类代码的蒙特卡洛构造是已知的,但实际上,这是用于唯一解码半径之外的列表解码的正速率秩度量代码的第一个显式构造。我们的代码是著名的Gabidulin代码的显式子代码,该代码通过在线性独立点的集合中通过其值编码低阶线性多项式。通过将消息多项式限制为F子空间来选择子代码,该F子空间在F的扩展字段上规避某些结构化子空间。由于Guruswami和Xing(STOC'13),这些结构化空间来自Gabidulin码的线性代数列表解码器。我们的构造是通过将Guruswami和Kopparty(FOCS'13)构建的子空间设计与Dvir和Lovett(STOC'12)产生的避免子空间的变种相结合而获得的。我们为子空间代码建立了相似的结果,子空间代码是子空间的集合,每对子空间都具有低维交集,并且最近在网络编码的上下文中引起了很多关注。我们还给出了折叠顺序小的Reed-Solomon(RS)码的显式子码,这些子码可以列表解码(具有汉明度量),并且具有最佳的冗余度,这是由于列表解码RS码简化为列表解码此类折叠RS码。但是,由于我们仅对这些代码的子代码进行列表解码,因此约翰逊半径仍然是列表解码RS代码的最著名的错误分数。

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