Generic Reed-Solomon Codes Achieve List-Decoding Capacity

PROCEEDINGS OF THE 55TH ANNUAL ACM SYMPOSIUM ON THEORY OF COMPUTING, STOC 2023(2023)

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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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关键词
coding theory,MDS codes,list-decoding,Reed-Solomon codes
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