Title :
Multiple description channel-optimized trellis-coded quantization
Author :
Lam, Tuyet-Trang ; Abousleman, Glen P. ; Karam, Lina J.
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
This paper presents the design of multiple description trellis-coded quantizers that are optimized for transmitting data over multiple noisy channels. A multiple description channel-optimized trellis-coded quantization (MDCOTCQ) scheme is developed whereby all trellis-coded quantizers (side and central) are designed to operate over the binary symmetric channel with a given bit error rate (BER). Using the tensor product of trellises, an expression of the multi-channel transition probability matrix is derived. This formulation enables the construction of multiple description channel-optimized trellis-coded quantizers for arbitrary bit rates and arbitrary channel bit error rates. The proposed MDCOTCQ system enables the transmission of compressed data over noisy diversity or packet-based communication systems, and enables outstanding robustness to channel or packet loss. Examples are presented to illustrate the performance of the proposed MDCOTCQ-based source coder
Keywords :
data communication; diversity reception; error statistics; matrix algebra; optimisation; packet switching; probability; quantisation (signal); source coding; trellis codes; BER; MDCOTCQ system; binary symmetric channel; bit error rate; bit error rates; bit rates; channel loss; channel-optimized trellis-coded quantization; compressed data transmission; data transmission; multi-channel transition probability matrix; multiple description trellis-coded quantizers; multiple noisy channels; noisy diversity communication systems; packet loss; packet-based communication systems; source coder; tensor product; Bit error rate; Bit rate; Design optimization; Propagation losses; Quantization; Rate-distortion; Robustness; Symmetric matrices; Telecommunications; Tensile stress;
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.2000.861017