English

Generic Reed-Solomon Codes Achieve List-decoding Capacity

Information Theory 2024-08-30 v4 Computational Complexity Combinatorics math.IT

Abstract

In a recent paper, Brakensiek, Gopi and Makam introduced higher order MDS codes as a generalization of MDS codes. An order-\ell MDS code, denoted by MDS()\operatorname{MDS}(\ell), has the property that any \ell 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()\operatorname{MDS}(\ell) for all \ell, 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 RR over an exponentially large field is list decodable from radius 1Rϵ1-R-\epsilon with list size at most 1Rϵϵ\frac{1-R-\epsilon}{\epsilon}, resolving a conjecture of Shangguan and Tamo.

Keywords

Cite

@article{arxiv.2206.05256,
  title  = {Generic Reed-Solomon Codes Achieve List-decoding Capacity},
  author = {Joshua Brakensiek and Sivakanth Gopi and Visu Makam},
  journal= {arXiv preprint arXiv:2206.05256},
  year   = {2024}
}

Comments

41 pages

R2 v1 2026-06-24T11:46:56.741Z