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arXiv:2111.04808cs.IT

Locally Testable Codes with constant rate, distance, and locality

Irit Dinur, Shai Evra, Ron Livne, Alexander Lubotzky, Shahar Mozes

Abstract

A locally testable code (LTC) is an error-correcting code that has a property-tester. The tester reads $q$ bits that are randomly chosen, and rejects words with probability proportional to their distance from the code. The parameter $q$ is called the locality of the tester. LTCs were initially studied as important components of PCPs, and since then the topic has evolved on its own. High rate LTCs could be useful in practice: before attempting to decode a received word, one can save time by first quickly testing if it is close to the code. An outstanding open question has been whether there exist "$c^3$-LTCs", namely LTCs with *c*onstant rate, *c*onstant distance, and *c*onstant locality. In this work we construct such codes based on a new two-dimensional complex which we call a left-right Cayley complex. This is essentially a graph which, in addition to vertices and edges, also has squares. Our codes can be viewed as a two-dimensional version of (the one-dimensional) expander codes, where the codewords are functions on the squares rather than on the edges.

arXiv comments
This new version corrects and polishes a few minor points, but more importantly, adds references to other related very recent works which were done independently
Journal reference
DOI
Subjects
cs.ITInformation Theory cs.CCComputational Complexity math.GRGroup Theory

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Discussed in comments3 threads

    • I like kicking quantum computing, especially when products tout resistance to it as if the technology is about to become practical, but error correction with a constant complexity could bring the problem to the realm of theoretically surmountable. I had no idea about the c^3…

      ComeviusView on HNParent context

    • See also: Locally Testable Codes with constant rate, distance, and locality https://arxiv.org/abs/2111.04808 For example, from heading “High Dimensional Expansion”: > The current paper is mainly elementary and almost self-contained (with the exception of Section 6 which uses the…

      floatingatollView on HNParent context

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