DocumentCode :
1025480
Title :
Explicit Codes Achieving List Decoding Capacity: Error-Correction With Optimal Redundancy
Author :
Guruswami, Venkatesan ; Rudra, Atri
Author_Institution :
Univ. of Washington, Seattle
Volume :
54
Issue :
1
fYear :
2008
Firstpage :
135
Lastpage :
150
Abstract :
In this paper, we present error-correcting codes that achieve the information-theoretically best possible tradeoff between the rate and error-correction radius. Specifically, for every 0 < R < 1 and epsiv < 0, we present an explicit construction of error-correcting codes of rate that can be list decoded in polynomial time up to a fraction (1- R - epsiv) of worst-case errors. At least theoretically, this meets one of the central challenges in algorithmic coding theory. Our codes are simple to describe: they are folded Reed-Solomon codes, which are in fact exactly Reed-Solomon (RS) codes, but viewed as a code over a larger alphabet by careful bundling of codeword symbols. Given the ubiquity of RS codes, this is an appealing feature of our result, and in fact our methods directly yield better decoding algorithms for RS codes when errors occur in phased bursts. The alphabet size of these folded RS codes is polynomial in the block length. We are able to reduce this to a constant (depending on epsiv) using existing ideas concerning ldquolist recoveryrdquo and expander-based codes. Concatenating the folded RS codes with suitable inner codes, we get binary codes that can be efficiently decoded up to twice the radius achieved by the standard GMD decoding.
Keywords :
Reed-Solomon codes; computational complexity; decoding; error correction codes; Reed-Solomon codes; algorithmic coding theory; codeword symbols; error-correction codes; list decoding capacity; optimal redundancy; worst-case errors; Background noise; Binary codes; Code standards; Computer science; Decoding; Engineering profession; Error correction; Error correction codes; Redundancy; Upper bound; Algebraic decoding; Reed–Solomon codes; folded Reed–Solomon codes; list decoding; list recovery;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2007.911222
Filename :
4418476
Link To Document :
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