Matching Vector Codes

Zeev Dvir, Parikshit Gopalan, S. Yekhanin
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引用次数: 102

Abstract

A locally decodable code encodes a message by a codeword, such that even if the codeword is corrupted by noise, each message bit can be recovered with high probability by a randomized decoding procedure that reads only few bits of the codeword. Recently a new class of locally decodable codes, based on families of vectors with restricted dot products has been discovered. We refer to those codes as Matching Vector (MV) codes. In this work we develop a new view of MV codes and uncover certain similarities between them and classical Reed Muller codes. Our view allows us to obtain a deeper insight into the power and limitations of MV codes. We use it to construct codes that can tolerate more errors or are shorter than previously known codes for certain parameter settings. We also show super-linear lower bounds on the codeword length of any MV code.
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匹配矢量码
局部可解码码通过码字对消息进行编码,这样,即使码字被噪声损坏,每个消息位也可以通过只读取码字的几个位的随机解码过程以高概率恢复。最近发现了一类新的局部可译码,它是基于有限制点积的向量族的。我们把这些代码称为匹配向量(MV)代码。在这项工作中,我们提出了一个新的观点,MV码和经典里德穆勒码之间的某些相似之处。我们的观点使我们能够更深入地了解中压码的功能和局限性。对于某些参数设置,我们使用它来构建可以容忍更多错误的代码,或者比以前已知的代码更短。我们还给出了任意MV码码字长度的超线性下界。
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