Generic Reed-Solomon Codes Achieve List-Decoding Capacity

被引:8
|
作者
Brakensiek, Joshua [1 ]
Gopi, Sivakanth [2 ]
Makam, Visu [3 ]
机构
[1] Stanford Univ, Stanford, CA 94305 USA
[2] Microsoft Res, Redmond, WA USA
[3] Radix Trading Europe BV, Amsterdam, Netherlands
关键词
coding theory; MDS codes; list-decoding; Reed-Solomon codes; NONCOMMUTATIVE RANK; GENERATOR MATRICES; ERROR-CORRECTION; SMALL FIELDS; DECODABILITY; RADIUS;
D O I
10.1145/3564246.3585128
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In a recent paper, Brakensiek, Gopi and Makam introduced higher order MDS codes as a generalization of MDS codes. An order-l MDS code, denoted by MDS( l), has the property that any l subspaces formed from columns of its generator matrix intersect as minimally as possible. An independent work by Roth defined a different notion of higher order MDS codes as those achieving a generalized singleton bound for list-decoding. In this work, we show that these two notions of higher order MDS codes are (nearly) equivalent. We also show that generic Reed-Solomon codes are MDS( l) for all l, relying crucially on the GM-MDS theorem which shows that generator matrices of generic Reed-Solomon codes achieve any possible zero pattern. As a corollary, this implies that generic Reed-Solomon codes achieve list decoding capacity. More concretely, we show that, with high probability, a random Reed-Solomon code of rate.. over an exponentially large field is list decodable from radius 1 - R - epsilon with list size at most 1 - R - epsilon/epsilon resolving a conjecture of Shangguan and Tamo.
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页码:1488 / 1501
页数:14
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