Title :
Evaluating zero error noise thresholds by the replica method for Gallager code ensembles
Author :
Kabashima, Yoshiyuki ; Sazuka, Naoya ; Nakamura, Kazutaka ; Saad, David
Author_Institution :
Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
The replica method, developed in statistical physics, is employed in conjunction with Gallager´s methodology to accurately evaluate zero error noise thresholds for Gallager code ensembles. Our approach generally provides more optimistic evaluations than those reported in the information theory literature for sparse matrices; the difference vanishes as the parity check matrix becomes dense.
Keywords :
error correction codes; sparse matrices; statistical mechanics; Gallager code ensembles; error correcting codes; parity check matrix; replica method; sparse matrices; statistical physics; zero error noise thresholds; Computer errors; Error analysis; Error correction codes; Information theory; Maximum likelihood decoding; Noise generators; Noise level; Parity check codes; Physics; Sparse matrices;
Conference_Titel :
Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7501-7
DOI :
10.1109/ISIT.2002.1023527