DocumentCode :
3492259
Title :
Multiple description Delta-Sigma quantization with individual and central receivers
Author :
Mashiach, Adam ; Ostergaard, Jan ; Zamir, Ram
Author_Institution :
Dept. of EE-Syst., Tel-Aviv Univ., Tel Aviv, Israel
fYear :
2010
fDate :
17-20 Nov. 2010
Abstract :
In this work we present a practical scheme for L-channel symmetric Multiple Description coding when one is only interested in receiving either a single description or all L descriptions. This scheme is based on oversampling and dithered Delta-Sigma quantization and is an extension of a scheme previously presented by Østergaard and Zamir. The oversampling process creates L redundant representations of the source, while the delta-sigma quantization with feedback-loop enables trading-off side distortion (receiving one description) for central distortion (receiving all the descriptions). We prove that the proposed scheme is asymptotically optimal (at large lattice quantizer dimension and high noise-shaping filter order) at any resolution for a Gaussian source and MSE fidelity criterion. In order to prove this optimality result we give an explicit expression for the rate-distortion function, which was previously known as a non explicit optimization problem.
Keywords :
Gaussian noise; combined source-channel coding; delta-sigma modulation; distortion; feedback; mean square error methods; optimisation; quantisation (signal); rate distortion theory; receivers; sampling methods; Gaussian source; L redundant representation; L-channel symmetric multiple description coding; MSE fidelity criterion; central distortion; central receiver; description delta-sigma quantization; dithered delta-sigma quantization; feedback-loop; high noise-shaping filter order; joint source-channel coding problem; lattice quantizer dimension; nonexplicit optimization problem; oversampling process; rate-distortion function; trading-off side distortion; Decoding; Lattices; Noise; Noise shaping; Quantization; Receivers; Resource description framework;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Electronics Engineers in Israel (IEEEI), 2010 IEEE 26th Convention of
Conference_Location :
Eliat
Print_ISBN :
978-1-4244-8681-6
Type :
conf
DOI :
10.1109/EEEI.2010.5661937
Filename :
5661937
Link To Document :
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