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.
引用
收藏
页码:1488 / 1501
页数:14
相关论文
共 50 条
  • [1] Bounds on the list-decoding radius of Reed-Solomon codes
    Ruckenstein, G
    Roth, RM
    [J]. SIAM JOURNAL ON DISCRETE MATHEMATICS, 2003, 17 (02) : 171 - 195
  • [2] Randomly Punctured Reed-Solomon Codes Achieve List-Decoding Capacity over Linear-Sized Fields
    Alrabiah, Omar
    Guruswami, Venkatesan
    Li, Ray
    [J]. PROCEEDINGS OF THE 56TH ANNUAL ACM SYMPOSIUM ON THEORY OF COMPUTING, STOC 2024, 2024, : 1458 - 1469
  • [3] Combinatorial List-Decoding of Reed-Solomon Codes beyond the Johnson Radius
    Chong Shangguan
    Tamo, Itzhak
    [J]. PROCEEDINGS OF THE 52ND ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING (STOC '20), 2020, : 538 - 551
  • [4] Efficient List-Decoding of Reed-Solomon Codes with the Fundamental Iterative Algorithm
    Zeh, Alexander
    Gentner, Christian
    Bossert, Martin
    [J]. 2009 IEEE INFORMATION THEORY WORKSHOP (ITW 2009), 2009, : 130 - 134
  • [5] On List-Decoding Schemes for Punctured Reed-Solomon, Gabidulin and Subspace Codes
    Bartz, Hannes
    Sidorenko, Vladimir
    [J]. 2016 XV INTERNATIONAL SYMPOSIUM PROBLEMS OF REDUNDANCY IN INFORMATION AND CONTROL SYSTEMS (REDUNDANCY), 2016, : 23 - 27
  • [6] The Re-Encoding Transformation in Algebraic List-Decoding of Reed-Solomon Codes
    Koetter, Ralf
    Ma, Jun
    Vardy, Alexander
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (02) : 633 - 647
  • [7] Interpolation in list decoding of Reed-Solomon codes
    P. V. Trifonov
    [J]. Problems of Information Transmission, 2007, 43 : 190 - 198
  • [8] Limits to list decoding Reed-Solomon codes
    Guruswami, Venkatesan
    Rudra, Atri
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (08) : 3642 - 3649
  • [9] Interpolation in list decoding of Reed-Solomon codes
    Trifonov, P. V.
    [J]. PROBLEMS OF INFORMATION TRANSMISSION, 2007, 43 (03) : 190 - 198
  • [10] GENERALIZED SINGLETON BOUND AND LIST-DECODING REED-SOLOMON CODES BEYOND THE JOHNSON RADIUS
    Shangguan, Chong
    Tamo, Itzhak
    [J]. SIAM JOURNAL ON COMPUTING, 2023, 52 (03) : 684 - 717