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arXiv cs/0408066cs.ITcs.CCmath.IT
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鲁棒局部可测码与码的乘积

Robust Locally Testable Codes and Products of Codes

Eli Ben-Sasson, Madhu Sudan

摘要:

我们继续研究本地可测试代码,即,一种纠错码,对于这种纠错码,通过在非常少的位置检查给定字,可以概率性地测试代码中给定字的成员资格。我们给出了两个关于局部可测性的一般性结果:首先,受最近提出的{ \em robust}概率可检验证明的概念的启发,我们引入了代码的{ \em robust}局部可测性的概念。我们将这一概念的产品介绍了坦纳的代码,并显示了一个非常简单的组成引理这一概念。接下来,我们证明了张量积构建的代码可以通过应用Raz和Safra在测试低次多元多项式(这是张量代码的特殊情况)的背景下引入的测试和证明技术的变体进行鲁棒性和局部性测试。结合这两个结果,我们给出了一个通用的建设代码的逆多项式率,这是可测试的poly-echromically许多查询。我们注意到这些局部可测的张量码可以从具有良好距离的{ \em any}线性纠错码得到。以前的结果本地可测性,虽然更强的定量,在很大程度上依赖于代数性质的基础代码。

英文摘要:

We continue the investigation of locally testable codes, i.e., error-correcting codes for whom membership of a given word in the code can be tested probabilistically by examining it in very few locations. We give two general results on local testability: First, motivated by the recently proposed notion of {\em robust} probabilistically checkable proofs, we introduce the notion of {\em robust} local testability of codes. We relate this notion to a product of codes introduced by Tanner, and show a very simple composition lemma for this notion. Next, we show that codes built by tensor products can be tested robustly and somewhat locally, by applying a variant of a test and proof technique introduced by Raz and Safra in the context of testing low-degree multivariate polynomials (which are a special case of tensor codes). Combining these two results gives us a generic construction of codes of inverse polynomial rate, that are testable with poly-logarithmically many queries. We note these locally testable tensor codes can be obtained from {\em any} linear error correcting code with good distance. Previous results on local testability, albeit much stronger quantitatively, rely heavily on algebraic properties of the underlying codes.

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