DocumentCode :
2731769
Title :
Joint design of vector quantizers and RCPC channel codes for Rayleigh fading channels
Author :
Shen, Yirong ; Goldsmith, Andrea J. ; Effros, Michelle
Author_Institution :
Stanford Univ., CA, USA
Volume :
3
fYear :
2000
fDate :
2000
Firstpage :
1611
Abstract :
We study the performance of joint source and channel codes designed to minimize end-to-end distortion over a Rayleigh fading channel. We consider two joint code designs. The first joint code uses a sequential design: a standard vector quantizer (VQ) source code is designed for a perfect channel (noiseless and distortionless) and then an RCPC channel code is optimized relative to the VQ and the channel statistics. The second design jointly optimizes a channel optimized VQ (COVQ) and an RCPC channel code through an iterative design process. We consider both hard-decision and soft-decision decoding for the channel codes. In both designs the bit allocation between the source and channel codes is optimized. At this optimal bit allocation, the performance of the iterative joint design and the simpler sequential design are nearly the same over the range of SNR values that we considered. Both code designs outperform standard COVQ and by up to 6 dB, and this performance improvement is most pronounced at low SNRs
Keywords :
AWGN channels; Rayleigh channels; combined source-channel coding; decoding; iterative methods; noise; optimisation; vector quantisation; AWGN channels; RCPC channel code; RCPC channel codes; Rayleigh fading channels; SNR; VQ source code; channel codes; channel optimized VQ; channel statistics; distortion minimisation; distortionless channel; hard-decision decoding; iterative joint design; joint code designs; joint source/channel codes; noiseless channel; optimal bit allocation; perfect channel; performance; sequential design; soft-decision decoding; vector quantizers; AWGN channels; Additive white noise; Bit rate; Code standards; Design optimization; Fading; Gaussian noise; High definition video; Iterative decoding; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2000. GLOBECOM '00. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-6451-1
Type :
conf
DOI :
10.1109/GLOCOM.2000.891910
Filename :
891910
Link To Document :
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