Title :
Application of complex networks to coding
Author :
Lau, F.C.M. ; Tse, C.K.
Author_Institution :
Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
Channel coding provides error-correction capability at the receiving end by adding redundant information (bits) to every block of data in the transmission. In this article, we describe how some results from complex networks can be applied to channel coding for communications. In particular, we explain how the average-path-length characteristic of complex networks can be used to help design low-density parity-check (LDPC) codes of very good error-correction capabilities, one of the most important problems in channel coding under hot pursuit.
Keywords :
channel coding; error correction; error correction codes; parity check codes; LDPC codes; average-path-length characteristic; channel coding; complex networks; error-correction capability; low density parity check codes; redundant information; Bipartite graph; Block codes; Channel coding; Complex networks; Parity check codes; Receivers;
Journal_Title :
Circuits and Systems Magazine, IEEE
DOI :
10.1109/MCAS.2010.937886