Title :
Magnetization enumerator for LDPC codes - a statistical physics approach
Author :
Van Mourik, Jort ; Saad, David ; Kabashima, Yoshiyuki
Author_Institution :
Neural Comput. Res. Group, Aston Univ., Birmingham, UK
Abstract :
We propose a method based on the magnetization enumerator to determine the critical noise level for Gallager type low density parity check error correcting codes (LDPC). Our method provides an appealingly simple interpretation to the relation between different decoding schemes, and provides more optimistic critical noise levels than those reported in the information theory literature.
Keywords :
decoding; error correction codes; magnetisation; noise; parity check codes; statistical mechanics; Gallager type codes; LDPC codes; critical noise level; decoding; error correcting codes; low density parity check codes; magnetization enumerator; statistical physics approach; Error correction codes; Information theory; Magnetization; Maximum likelihood decoding; Noise level; Optimization methods; Parity check codes; Physics computing; Statistics; Temperature;
Conference_Titel :
Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7501-7
DOI :
10.1109/ISIT.2002.1023528