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Explicit Subspace Designs

机译:显式子空间设计

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A subspace design is a collection H_1, H_2, ·, H_M of subspaces of F_qm with the property that no low-dimensional subspace W of F_qm intersects too many subspaces of the collection. Subspace designs were introduced by Guru swami and Xing (STOC 2013) who used them to give a randomized construction of optimal rate list-decodable codes over constant-sized large alphabets and sub-logarithmic (and even smaller) list size. Subspace designs are the only non-explicit part of their construction. In this paper, we give explicit constructions of subspace designs with parameters close to the probabilistic construction, and this implies the first deterministic polynomial time construction of list-decodable codes achieving the above parameters. Our constructions of subspace designs are natural and easily described, and are based on univariate polynomials over finite fields. Curiously, the constructions are very closely related to certain good list-decodable codes (folded RS codes and univariate multiplicity codes). The proof of the subspace design property uses the polynomial method (with multiplicities): Given a target low-dimensional subspace W, we construct a nonzero low-degree polynomial P_W that has several roots for each H_i that non-trivially intersects W. The construction of P_W is based on the classical Wronskian determinant and the folded Wronskian determinant, the latter being a recently studied notion that we make explicit in this paper. Our analysis reveals some new phenomena about the zeroes of univariate polynomials, namely that polynomials with many structured roots or many high multiplicity roots tend to be linearly independent.
机译:子空间设计是F_qm子空间的集合H_1,H_2,·,H_M,其特性是F_qm的低维子空间W不会与集合的太多子空间相交。子空间设计由Guru swami和Xing(STOC 2013)引入,他们使用它们在恒定大小的大字母和次对数(甚至更小)的列表大小上提供了最优速率列表可解码代码的随机构造。子空间设计是其构造中唯一不明确的部分。在本文中,我们给出了子空间设计的显式构造,其参数与概率构造相近,这意味着实现上述参数的可列表编码代码的第一个确定性多项式时间构造。我们的子空间设计结构自然且易于描述,并且基于有限域上的单变量多项式。奇怪的是,这些结构与某些好的列表可解码代码(折叠的RS代码和单变量多重性代码)紧密相关。子空间设计属性的证明使用多项式方法(具有多重性):给定目标低维子空间W,我们构造一个非零阶低次多项式P_W,该非多项式P_W的每个根H_i与W均不相交。 P_W的Pw是基于经典Wronskian行列式和折叠Wronskian行列式的,后者是最近研究的概念,我们在本文中进行了明确说明。我们的分析揭示了有关单变量多项式零的一些新现象,即具有许多结构化根或许多高多重性根的多项式趋于线性独立。

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