Title :
Iterative channel equalization, channel decoding and source decoding
Author :
Wang, Jin ; Yang, Lie-Liang ; Hanzo, Lajos
Author_Institution :
Sch. of Electr. & Comput. Sci., Southampton Univ., UK
fDate :
30 May-1 June 2005
Abstract :
The performance of soft source decoding is evaluated over dispersive AWGN channels. By employing source codes having error-correcting capabilities, such as reversible variable-length codes (RVLC) and variable-length error-correcting (VLEC) codes, the soft-in/soft-out (SISO) source decoder benefits from exchanging information with the MAP equalizer, and effectively eliminates the intersymbol interference (ISI) after a few iterations. It was also found that the soft source decoder is capable of significantly improving the attainable performance of the turbo receiver provided that channel equalization, channel decoding and source decoding are carried out jointly and iteratively. At SER0=1-4 the performance of this three-component turbo receiver is about 2 dB better in comparison to the benchmark scheme carrying out channel equalization and channel decoding jointly, but source decoding separately. At this SER value, the performance of the proposed scheme is about 1 dB worse than that of the 1/2 -rate convolutional coded non-dispersive AWGN channel.
Keywords :
AWGN channels; channel estimation; combined source-channel coding; dispersive channels; equalisers; error correction codes; error statistics; interference suppression; intersymbol interference; iterative decoding; maximum likelihood decoding; turbo codes; variable length codes; ISI; MAP equalizer; RVLC; SER; SISO source decoder; VLEC codes; channel decoding; dispersive AWGN channels; intersymbol interference; iterative channel equalization; performance; reversible variable-length codes; soft source decoding; soft-in/soft-out source decoder; source codes; three-component turbo receiver; variable-length error-correcting codes; AWGN channels; Additive white noise; Convolutional codes; Dispersion; Entropy; Equalizers; Intersymbol interference; Iterative decoding; Nonlinear filters; Redundancy;
Conference_Titel :
Vehicular Technology Conference, 2005. VTC 2005-Spring. 2005 IEEE 61st
Print_ISBN :
0-7803-8887-9
DOI :
10.1109/VETECS.2005.1543345