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Revision #1 to TR12-148 | 21st May 2014 11:24

A new family of locally correctable codes based on degree-lifted algebraic geometry codes

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Revision #1
Authors: Eli Ben-Sasson, Ariel Gabizon, Yohay Kaplan, Swastik Kopparty, Shubhangi Saraf
Accepted on: 21st May 2014 11:24
Downloads: 40
Keywords: 


Abstract:

We describe new constructions of error correcting codes, obtained by "degree-lifting" a short algebraic geometry (AG) base-code of block-length $q$ to a lifted-code of block-length $q^m$, for arbitrary integer $m$. The construction generalizes the way degree-$d$, univariate polynomials evaluated over the $q$-element field (also known as Reed-Solomon codes) are "lifted" to degree-$d$, $m$-variate polynomials (Reed-Muller codes). Three properties are established:

{\bf Rate} The rate of the degree-lifted code is approximately a $\frac{1}{m!}$-fraction of the rate of the base-code.

{\bf Distance} The relative distance of the degree-lifted code is at least as large as that of the base-code. This is proved using a generalization of the Schwartz-Zippel Lemma to degree-lifted Algebraic-Geometry codes.

As a first concrete example, lifting the AG codes of Garcia and Stichtenoth [J. Number Theory `96] results in Reed-Muller-like codes but over constant sized alphabets, such codes are interesting in the search for probabilistically checkable proofs (PCPs) with constant rate and polynomially small query complexity.

{\bf Local correction} If the base code is invariant under a group that is ``close'' to being doubly-transitive (in a precise manner defined later, then the degree-lifted code is locally correctable with query complexity at most $q^2$. The automorphisms of the base-code are crucially used to generate query-sets, abstracting the use of affine-lines in the local correction procedure of Reed-Muller codes.

Taking a second concrete example, we show that degree-lifted Hermitian codes form a family of locally correctable codes over an alphabet that is significantly smaller than that obtained by Reed-Muller codes of similar constant rate, message length, and distance.


Paper:

TR12-148 | 7th November 2012 17:33

A new family of locally correctable codes based on degree-lifted algebraic geometry codes


Abstract:

We describe new constructions of error correcting codes, obtained by "degree-lifting" a short algebraic geometry (AG) base-code of block-length $q$ to a lifted-code of block-length $q^m$, for arbitrary integer $m$. The construction generalizes the way degree-$d$, univariate polynomials evaluated over the $q$-element field (also known as Reed-Solomon codes) are "lifted" to degree-$d$, $m$-variate polynomials (Reed-Muller codes). Three properties are established:

{\bf Rate} The rate of the degree-lifted code is approximately a $\frac{1}{m!}$-fraction of the rate of the base-code.

{\bf Distance} The relative distance of the degree-lifted code is at least as large as that of the base-code. This is proved using a generalization of the Schwartz-Zippel Lemma to degree-lifted Algebraic-Geometry codes.

As a first concrete example, lifting the AG codes of Garcia and Stichtenoth [J. Number Theory `96] results in Reed-Muller-like codes but over constant sized alphabets, such codes are interesting in the search for probabilistically checkable proofs (PCPs) with constant rate and polynomially small query complexity.

{\bf Local correction} If the base code is invariant under a group that is ``close'' to being doubly-transitive (in a precise manner defined later, then the degree-lifted code is locally correctable with query complexity at most $q^2$. The automorphisms of the base-code are crucially used to generate query-sets, abstracting the use of affine-lines in the local correction procedure of Reed-Muller codes.

Taking a second concrete example, we show that degree-lifted Hermitian codes form a family of locally correctable codes over an alphabet that is significantly smaller than that obtained by Reed-Muller codes of similar constant rate, message length, and distance.



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