DocumentCode
2942138
Title
Instanton analysis of Low-Density Parity-Check codes in the error-floor regime
Author
Stepanov, Mikhail ; Chertkov, Michael
Author_Institution
Theor. Div., Los Alamos Nat. Lab., NM
fYear
2006
fDate
9-14 July 2006
Firstpage
552
Lastpage
556
Abstract
In this paper we develop instanton method introduced in V. Chernyak et al. (2004), M.G. Stepanov et al. (2005) to analyze quantitatively performance of low-density parity-check (LDPC) codes decoded iteratively in the so-called error-floor regime. We discuss statistical properties of the numerical instanton-amoeba scheme focusing on detailed analysis and comparison of two regular LDPC codes: Tanner´s [155,64,20] and Margulis´ [672,336,16] codes. In the regime of moderate values of the signal-to-noise ratio we critically compare results of the instanton-amoeba evaluations against the standard Monte Carlo calculations of the frame-error-rate
Keywords
iterative decoding; parity check codes; statistical analysis; LDPC; error-floor regime; instanton analysis; iterative decoding; low-density parity-check codes; numerical instanton-amoeba scheme; signal-to-noise ratio; statistical properties; AWGN; Automation; Iterative decoding; Laboratories; Maximum likelihood decoding; Monte Carlo methods; Parity check codes; Performance analysis; Signal to noise ratio; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2006 IEEE International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
1-4244-0505-X
Electronic_ISBN
1-4244-0504-1
Type
conf
DOI
10.1109/ISIT.2006.261777
Filename
4036023
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