Title :
Multiresolution joint source-channel coding using embedded constellations for power-constrained time-varying channels
Author :
Kozintsev, Igor ; Ramchandran, Uannan
Author_Institution :
Beckman Inst. for Adv. Sci. & Technol., Illinois Univ., Urbana, IL, USA
Abstract :
We explore joint source-channel coding (JSCC) for time-varying (slow-fading Rayleigh) channels, using a multiresolution (MR) framework for both source coding and transmission (via a novel MR modulation constellation). We tackle the important case of the informed receiver but uninformed transmitter, i.e. where the receiver has access to the channel state information (CSI), but the transmitter does not. We describe an algorithm which jointly optimizes the design of the MR source codebook, the MR constellation, and the decoding strategy of optimally matching the source and signal constellation resolution trees according to the time-varying channel, and show how this leads to improved performance over separately designed source and channel coders
Keywords :
Rayleigh channels; channel coding; decoding; fading; modulation; signal resolution; source coding; time-varying channels; channel coders; channel state information; decoding; embedded constellations; informed receiver; multiresolution joint source-channel coding; multiresolution modulation constellation; performance; power constrained time varying channels; signal constellation resolution trees; slow fading Rayleigh channels; source codebook design; source coders; source coding; source constellation resolution trees; uninformed transmitter; Algorithm design and analysis; Channel state information; Constellation diagram; Decoding; Design optimization; Modulation coding; Signal design; Signal resolution; Source coding; Transmitters;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.547752