Title :
An optimum block coded modulation scheme for vector quantization communication system
Author :
Okada, M. ; Hara, S. ; Komaki, S. ; Morinaga, N.
Author_Institution :
Fac. of Eng., Osaka Univ., Japan
Abstract :
A new block coded modulation (BCM) scheme for a PCM communication system which uses the optimum vector quantizer (VQ) as a source coder is proposed. The proposed BCM scheme minimizes the mean square distortion of the received signal after VQ decoding. First, the paper derives the upper-bound on the mean square distortion of the signal in additive white Gaussian noise (AWGN) and Rayleigh fading channels. Next, the paper proposes a new BCM scheme which is optimized to minimize the upper-bound by the simulated annealing known as the non-linear global optimization algorithm. The paper provides the optimum BCM and shows the mean square distortion performances in the AWGN and Rayleigh fading channels. Computer simulation results show that using the proposed BCM improves the signal-to-noise ratio (S/N) performances of the output signal of the source decoder. Furthermore, the proposed BCM scheme can provide a stepwise graceful degradation in the output S/N performance against the channel S/N
Keywords :
Gaussian channels; Rayleigh channels; block codes; decoding; electric distortion; fading; interference suppression; land mobile radio; minimisation; modulation coding; pulse code modulation; radiofrequency interference; simulated annealing; source coding; vector quantisation; BCM scheme; Rayleigh fading channel; VQ decoding; additive white Gaussian noise channels; mean square distortion; nonlinear global optimization algorithm; optimum block coded modulation scheme; optimum vector quantizer; output signal; performances; received signal; signal-to-noise ratio; simulated annealing; source coder; stepwise graceful degradation; upper-bound; vector quantization communication system; AWGN; Additive white noise; Computational modeling; Decoding; Fading; Modulation coding; Nonlinear distortion; Phase change materials; Simulated annealing; Vector quantization;
Conference_Titel :
Vehicular Technology Conference, 1995 IEEE 45th
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-2742-X
DOI :
10.1109/VETEC.1995.504946