Title :
Joint iterative decoding of LDPC codes for channels with memory and erasure noise
Author :
Pfister, Henry D. ; Siegel, Paul H.
Author_Institution :
Texas A&M Univ., College Station
fDate :
2/1/2008 12:00:00 AM
Abstract :
This paper investigates the joint iterative decoding of low-density parity-check (LDPC) codes and channels with memory. Sequences of irregular LDPC codes are presented that achieve, under joint iterative decoding, the symmetric information rate of a class of channels with memory and erasure noise. This gives proof, for the first time, that joint iterative decoding can be information rate lossless with respect to maximum-likelihood decoding. These results build on previous capacity-achieving code constructions for the binary erasure channel. A two state intersymbol-interference channel with erasure noise, known as the dicode erasure channel, is used as a concrete example throughout the paper.
Keywords :
binary codes; channel coding; intersymbol interference; iterative decoding; maximum likelihood decoding; parity check codes; LDPC codes; binary erasure channel; capacity-achieving code; channel coding; dicode erasure channel; erasure noise; intersymbol-interference channel; joint iterative decoding; low-density parity-check codes; maximum-likelihood decoding; symmetric information rate; AWGN; Additive white noise; Channel capacity; Gaussian noise; Information rates; Intersymbol interference; Iterative decoding; Magnetic recording; Parity check codes; Turbo codes;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2008.080209