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FOCS2021顶会

List-decodability with large radius for Reed-Solomon codes

Asaf Ferber, Matthew Kwan, Lisa Sauermann

2021年份
17被引次数
9顶会引用

摘要

List-decodability of Reed-Solomon codes has re-ceived a lot of attention, but the best-possible dependence between the parameters is still not well-understood. In this work, we focus on the case where the list-decoding radius is of the formr=1−εr=1-\varepsilonforε\varepsilontending to zero. Our main result states that there exist Reed-Solomon codes with rateΩ(ε)\Omega(\varepsilon)which are(1−ε,O(1/ε)(1-\varepsilon, O(1/\varepsilon)-list-decodable, meaning that any Hamming ball of radius1−ε1-\varepsiloncontains at mostO(1/ε)O(1/\varepsilon)codewords. This trade-off between rate and list-decoding radius is best-possible for any code with list size less than exponential in the block length. By achieving this trade-off between rate and list-decoding radius we improve a recent result of Guo, Li, Shangguan, Tamo, and Wootters, and resolve the main motivating question of their work. Moreover, while their result requires the field to be exponentially large in the block length, we only need the field size to be polynomially large (and in fact, almost-linear suffices). We deduce our main result from a more general theorem, in which we prove good list-decodability properties of random puncturings of any given code with very large distance.

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