Title :
Quantizer optimization in hybrid digital-analog transmission of analog source signals
Author :
Coward, Helge ; Ramstad, Tor A.
Author_Institution :
Dept. of Telecommun., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
The paper proposes a system for combined source-channel coding for transmitting continuous amplitude source symbols on a discrete time, continuous amplitude channel. Two channel symbols are generated for each source symbol. The channel contains additive, white, Gaussian noise, and the measure of quality is the MSE of the reconstructed signal. The coder quantizes the symbols and transmits both the quantized symbol and the quantization error. The quantizer representation values and decision levels are optimized numerically. The results indicate that the use of a uniform quantizer is nearly optimal for a uniformly distributed source. Comparison to another combined source-channel coder designed for a binary channel reveals that the proposed system performs significantly better than the reference systems, more than 5 dB for every channel SNR above 15 dB
Keywords :
AWGN channels; combined source-channel coding; mean square error methods; optimisation; quantisation (signal); signal reconstruction; AWGN channel; MSE; additive white Gaussian noise; analog source signals; binary channel; channel SNR; channel symbols; combined source-channel coder; combined source-channel coding; continuous amplitude channel; continuous amplitude source symbols transmission; discrete time channel; hybrid digital-analog transmission; quantization error; quantized symbol transmission; quantizer decision levels; quantizer optimization; quantizer representation values; reconstructed signal; source symbol; uniform quantizer; uniformly distributed source; AWGN; Additive noise; Bandwidth; Digital-analog conversion; Gaussian noise; Image reconstruction; Noise measurement; Paper technology; Protection; Quantization;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861013