DocumentCode :
422908
Title :
Joint source-channel decoding in vector quantization over finite-state Markov channels and wireless channels
Author :
Yahampath, Pradeepa ; Pawlak, Mirek
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Volume :
1
fYear :
2004
fDate :
29 Nov.-3 Dec. 2004
Firstpage :
56
Abstract :
We investigate joint source-channel decoding for vector quantization over the finite-state Markov channel. In particular, we consider the decoding problem in which the channel state information is not available to the decoder. Based on hidden Markov modeling of the channel output, two decoding strategies are proposed. The first one is a soft-decoder which estimates the source reconstruction vectors directly from the observed channel output samples. The second one is a hard-decoder based on joint MAP estimation of channel symbols and channel states. Application of these decoders to wireless channels with multipath fading is also investigated. Simulation results are provided for a flat fading wireless channel and a Gauss-Markov source.
Keywords :
Gaussian channels; channel estimation; combined source-channel coding; fading channels; hidden Markov models; maximum likelihood decoding; multipath channels; sampling methods; vector quantisation; Gauss-Markov source; channel output; channel output samples; channel states; channel symbols; finite-state Markov channels; flat fading wireless channel; hard decoder; hidden Markov modeling; joint MAP estimation; joint source-channel decoding; multipath fading; soft decoder; source reconstruction vector estimation; vector quantization; Channel coding; Channel state information; Decoding; Distortion; Fading; Gaussian channels; Hidden Markov models; Source coding; State estimation; Vector quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
Type :
conf
DOI :
10.1109/GLOCOM.2004.1377912
Filename :
1377912
Link To Document :
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