Title :
Unequally protected multistage vector quantization for time-varying CDMA channels
Author :
Gadkari, Shrinivas ; Rose, Kenneth
Author_Institution :
Conexant Syst. Inc., Newport Beach, CA, USA
fDate :
6/1/2001 12:00:00 AM
Abstract :
We present a source-channel coding system for operation over code-division multiple-access channels with time-varying conditions. The proposed system consists of a multistage vector quantizer (MSVQ) in conjunction with unequal protection against channel errors. The receiver estimates the channel conditions and decodes as many stages of the quantizer as can be reliably decoded. The approach to system design and optimization is first derived and evaluated for a system that employs hard decoding of stage indices. The approach is then extended to the more general case of weighted decoding. Simulation results are given for transmission of Gauss-Markov sources over broadcast and slow fading channels. Consistent and substantial improvement is achieved over the standard MSVQ with equal error protection, and the gains, in terms of source signal-to-noise ratio, are in the range of 3-5 dB
Keywords :
Gaussian processes; Markov processes; broadcast channels; cellular radio; code division multiple access; combined source-channel coding; decoding; multiuser channels; optimisation; radio receivers; time-varying channels; vector quantisation; 3 to 5 dB; Gauss-Markov sources; MSVQ; broadcast channels; channel errors; code-division multiple-access channels; hard decoding; optimization; quantizer; receiver; slow fading channels; source signal-to-noise ratio; source-channel coding system; stage indices; system design; time-varying CDMA channels; unequally protected multistage vector quantization; weighted decoding; Broadcasting; Decoding; Design optimization; Fading; Gaussian channels; Multiaccess communication; Protection; Signal to noise ratio; Time varying systems; Vector quantization;
Journal_Title :
Communications, IEEE Transactions on