List-decodability of Reed-Solomon codes has received 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 form $r=1-\varepsilon$ for $\varepsilon$ tending to zero. Our main result states that there exist Reed-Solomon codes with rate $\Omega(\varepsilon)$ which are $(1-\varepsilon, O(1/\varepsilon))$-list-decodable, meaning that any Hamming ball of radius $1-\varepsilon$ contains at most $O(1/\varepsilon)$ 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.
翻译:Reed- Solomon 代码列表的可变性得到了很多关注, 但参数之间最有可能的偏差仍然不十分清楚。 在这项工作中, 我们集中关注一个案例, 列表解码半径以美元=1-\ varepsilon$为格式, 美元为瓦列普西隆为零。 我们的主要结果显示, 存在Reed- Solomon 代码, 汇率为 $\ omega (\ varepsilon), 美元( 1\\ varepslon), 美元- 列表的可变性能, 美元- 美元- 美元- 列表的可变性能, 意思是, 1\\\ varepsilon 半径中的任何含解码球的半径, 美元( 1\\\\ varepsilon) 美元, 美元, 美元为美元- varepsilon 美元, 美元, 美元 美元- volentl comon comon colal cols code code $ code, rence, ral- le le le la, max max max maism max master, master, max maild.