DocumentCode :
1711832
Title :
Expander-based constructions of efficiently decodable codes
Author :
Guruswami, Venkatesan ; Indyk, Piotr
Author_Institution :
Lab. for Comput. Sci., MIT, Cambridge, MA, USA
fYear :
2001
Firstpage :
658
Lastpage :
667
Abstract :
We present several novel constructions of codes which share the common thread of using expander (or expander-like) graphs as a component. The expanders enable the design of efficient decoding algorithms that correct a large number of errors through various forms of "voting" procedures. We consider both the notions of unique and list decoding, and in all cases obtain asymptotically good codes which are decodable up to a "maximum" possible radius and either: (a) achieve a similar rate as the previously best known codes but come with significantly faster algorithms, or (b) achieve a rate better than any prior construction with similar error-correction properties. Among our main results are: i) codes of rate Ω(ε2) over constant-sized alphabet that can be list decoded in quadratic time from (1-ε) errors; ii) codes of rate Ω(ε) over constant-sized alphabet that can be uniquely decoded from (1/2-ε) errors in near-linear time (this matches AG-codes with much faster algorithms); iii) linear-time encodable and decodable binary codes of positive rate (in fact, rate Ω(ε2)) that can correct up to (1/4-ε) fraction errors.
Keywords :
binary codes; computational complexity; decoding; error correction codes; graph theory; set theory; AG-codes; asymptotically good codes; common thread; constant-sized alphabet; decodable binary codes; decoding algorithm; decoding algorithms; efficiently decodable codes; error correction properties; expander-based constructions; linear-time encodable binary codes; list decoding; near-linear time; quadratic time; unique decoding; voting procedures; Algorithm design and analysis; Binary codes; Communication channels; Computer errors; Computer science; Decoding; Encoding; Error correction; Error correction codes; Yarn;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Foundations of Computer Science, 2001. Proceedings. 42nd IEEE Symposium on
Print_ISBN :
0-7695-1116-3
Type :
conf
DOI :
10.1109/SFCS.2001.959942
Filename :
959942
Link To Document :
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