DocumentCode
1526986
Title
High-Rate Analysis of Symmetric L-Channel Multiple Description Coding
Author
Zhang, Guoqiang ; Østergaard, Jan ; Klejsa, Janusz ; Kleijn, W. Bastiaan
Author_Institution
Sch. of Electr. Eng., KTH-R. Inst. of Technol., Stockholm, Sweden
Volume
59
Issue
7
fYear
2011
fDate
7/1/2011 12:00:00 AM
Firstpage
1846
Lastpage
1856
Abstract
This paper studies the tight rate-distortion bound for L-channel symmetric multiple-description coding of a scalar Gaussian source with two levels of receivers. Each of the first-level receivers obtains κ of the L descriptions (κ <; L). The second-level receiver obtains all L descriptions. We find that if the central distortion (corresponding to the second-level receiver) is much smaller than the side distortion (corresponding to the first-level receivers), the product of a function of the side distortions and the central distortion is asymptotically independent of the redundancy between the descriptions. Using this property, we analyze the asymptotic behavior of a practical multiple-description lattice vector quantizer (MDLVQ). Our analysis includes the treatment of the MDLVQ system from a new geometric viewpoint, which results in an expression for the side distortions using the normalized second moment of a sphere of higher dimensionality than the quantization space. The expression of the distortion product derived from the lower bound is then applied as a criterion to assess the performance loss of the considered MDLVQ system. In principle, the efficiency of other practical MD systems can also be evaluated using the derived distortion product.
Keywords
Gaussian channels; encoding; packet radio networks; quantisation (signal); radio receivers; MDLVQ system; dimensionality; distortion product; first-level receiver; high-rate analysis; multiple-description lattice vector quantizer; normalized second moment; quantization space; rate-distortion bound; scalar Gaussian source; second-level receiver; symmetric L-channel multiple description coding; Approximation methods; Encoding; Indexes; Lattices; Quantization; Rate-distortion; Receivers; Multiple description coding; high-rate quantization; lattice quantizer;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2011.051711.100254
Filename
5773641
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