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
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;
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
DOI :
10.1109/ISIT.2006.261777