Title :
Asymptotic performance of multiple description lattice quantizers
Author :
Vaishampayan, Vinay A. ; Sloane, N. J A ; Servetto, Sergio D.
Author_Institution :
AT&T Shannon Lab., Florham Park, NJ, USA
Abstract :
The high-rate squared-error distortions of a balanced multiple description lattice vector quantizer are analyzed for a memoryless source with probability density function p, differential entropy h(p)<∞, and lattice codebook Λ. For any a∈(0,1) and rate pair (R,R), it is shown that the two-channel distortion d¯0 and the channel 1 (or channel 2) distortion d¯ s satisfy limR→∞d¯02 2R(1+a)=G(Λ)22h(p)/4 and limR→∞d¯s22R(1-a)=G(S L)22h(p) where G(Λ) is the normalized second moment of a Voronoi cell of the lattice Λ and G(SL ) is the normalized second moment of a sphere in L dimensions
Keywords :
memoryless systems; probability; rate distortion theory; telecommunication channels; vector quantisation; Voronoi cell; asymptotic performance; balanced lattice vector quantizer; channel distortion; differential entropy; high-rate squared-error distortions; lattice codebook; memoryless source; multiple description lattice quantizers; normalized second moment; probability density function; rate pair; sphere dimensions; two-channel distortion; Abstracts; Data compression; Decoding; Density functional theory; Entropy; Labeling; Laboratories; Lattices; Quantization; Rate-distortion;
Conference_Titel :
Information Theory, 2000. Proceedings. IEEE International Symposium on
Conference_Location :
Sorrento
Print_ISBN :
0-7803-5857-0
DOI :
10.1109/ISIT.2000.866470