TY - GEN
T1 - Multiple-description coding by dithered delta-sigma quantization
AU - Østergaard, Jan
AU - Zamir, Ram
N1 - Funding Information:
C.E. is grateful to the Department of Chemistry and Biochemistry of the University of California, San Diego for its hospitality. J.B. wishes to acknowledge support by the La Jolla Interfaces in Science Interdisciplinary Program funded through the generosity of the Burroughs Wellcome Fund. This work has been partially supported by the Engineering Research Program of the Office of Basic Energy Sciences at the U.S. Department of Energy under Grant No. DE-FG03-86ER13606, by the Ministerio de Educación y Cultura (Spain) through Grant No. AP2001-2598, and by the Ministerio de Ciencia y Tecnología (Spain), Project No. BFM2001-0291.
PY - 2007
Y1 - 2007
N2 - In this paper we address the connection between the multiple-description (MD) problem and Delta-Sigma quantization. Specifically, we exploit the inherent redundancy due to oversampling in Delta-Sigma quantization, and the simple linear-additive noise model resulting from dithered lattice quantization, in order to construct a symmetric MD coding scheme. We show that the use of feedback by means of a noise shaping filter makes it possible to trade off central distortion for side distortion. Asymptotically as the dimension of the lattice vector quantizer and order of the noise shaping filter approach infinity, we show that the symmetric two-channel MD rate-distortion function for the memoryless Gaussian source and MSE fidelity criterion can be achieved at any resolution. This realization provides a new interesting interpretation for the information theoretic solution. The proposed design is symmetric in rate by construction and there is therefore no need for source splitting.
AB - In this paper we address the connection between the multiple-description (MD) problem and Delta-Sigma quantization. Specifically, we exploit the inherent redundancy due to oversampling in Delta-Sigma quantization, and the simple linear-additive noise model resulting from dithered lattice quantization, in order to construct a symmetric MD coding scheme. We show that the use of feedback by means of a noise shaping filter makes it possible to trade off central distortion for side distortion. Asymptotically as the dimension of the lattice vector quantizer and order of the noise shaping filter approach infinity, we show that the symmetric two-channel MD rate-distortion function for the memoryless Gaussian source and MSE fidelity criterion can be achieved at any resolution. This realization provides a new interesting interpretation for the information theoretic solution. The proposed design is symmetric in rate by construction and there is therefore no need for source splitting.
UR - http://www.scopus.com/inward/record.url?scp=34547633986&partnerID=8YFLogxK
U2 - 10.1109/DCC.2007.57
DO - 10.1109/DCC.2007.57
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AN - SCOPUS:34547633986
SN - 0769527914
SN - 9780769527918
T3 - Data Compression Conference Proceedings
SP - 63
EP - 72
BT - Proceedings - DCC 2007
T2 - DCC 2007: 2007 Data Compression Conference
Y2 - 27 March 2007 through 29 March 2007
ER -