中文

Robust Locally Testable Codes and Products of Codes

信息论 2007-07-16 v1 计算复杂性 math.IT

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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引用

@article{arxiv.cs/0408066,
  title  = {Robust Locally Testable Codes and Products of Codes},
  author = {Eli Ben-Sasson and Madhu Sudan},
  journal= {arXiv preprint arXiv:cs/0408066},
  year   = {2007}
}