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Joint design of fixed-rate source codes and UEP channel codes for fading channels

Tie, Hai-Xin and Goldsmith, Andrea and Effros, Michelle (1998) Joint design of fixed-rate source codes and UEP channel codes for fading channels. In: Asilomar Conference on Signals, Systems and Computers, 32nd, Pacific Grove, CA, 1-4 November 1998. Vol.1. IEEE , Piscataway, NJ, pp. 92-96. ISBN 0-7803-5148-7 http://resolver.caltech.edu/CaltechAUTHORS:TIEasilo98

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Abstract

We study an iterative design algorithm that jointly optimizes source and channel codes for image transmission over Rayleigh fading channels. The joint design combines channel-optimized vector quantization (COVQ) for the source code with a family of rate-compatible punctured convolutional codes for the unequal-error-protection (UEP) channel code. We consider both hard-decision and soft-decision decoding for these channel codes. Our objective is to minimize the average end-to-end distortion, averaged over both the source and channel statistics. For a given channel SNR and transmission rate, our joint source and channel code design achieves an optimal allocation of bits between the source and channel coders. This optimal allocation can reduce distortion by up to 7 dB over suboptimal allocations for the source data set considered. Our joint iterative design exhibits a coding gain over COVQ of 1.5 dB for hard-decision decoding and 3 dB for soft-decision decoding.


Item Type:Book Section
Additional Information:© Copyright 1998 IEEE. Reprinted with permission. [H.-X.T. was] [s]upported by NSF CAREER award NCR-9501452 and by a Caltech Summer Undergraduate Research Fellowship (SURF).
Subject Keywords:Rayleigh channels, combined source-channel coding, vector quantization, convolutional codes, error correction codes, iterative decoding
Record Number:CaltechAUTHORS:TIEasilo98
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:TIEasilo98
Alternative URL:http://dx.doi.org/10.1109/ACSSC.1998.750834
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:7431
Collection:CaltechAUTHORS
Deposited By: Archive Administrator
Deposited On:13 Feb 2007
Last Modified:26 Dec 2012 09:31

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