Title :
n-channel multiple descriptions: theory and constructions
Author :
Puri, Rohit ; Pradhan, S. Sandeep ; Ramchandran, Kannan
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
Abstract :
We present new achievable rate regions and code constructions for the symmetric n-channel multiple descriptions (MD) coding problem (Puri et al. (2002)) for n>2. Our approach is inspired by unexplored connections between MD and the problem of distributed source coding (Slepian et al. (1973); Wyner et al. (1976)). For illustrative clarity, we restrict our focus to the important special case relating to (n, k) source-channel erasure codes (Pradhan et al. (2001)). This involves n encodings of a source with the goal of maximizing its reconstruction fidelity with the availability of any k of them, while strictly improving this reconstruction fidelity with the availability of more than k descriptions. We describe the underlying information-theoretic framework, and then formulate practical constructions based on scalar quantizers and linear channel codes for the n=3 case to illustrate our concepts.
Keywords :
combined source-channel coding; linear codes; optimisation; quantisation (signal); code constructions; distributed source coding; encodings; information-theoretic framework; linear channel codes; n-channel multiple description coding; rate regions; reconstruction fidelity maximization; scalar quantizers; source-channel erasure codes; Availability; Data compression; Decoding; Error correction codes; Linear code; Rate-distortion; Source coding; Statistical distributions; Transform coding; Uncertainty;
Conference_Titel :
Data Compression Conference, 2002. Proceedings. DCC 2002
Print_ISBN :
0-7695-1477-4
DOI :
10.1109/DCC.2002.999964