DocumentCode
1007733
Title
Design of multiple description scalar quantizers
Author
Vaishampayan, Vinay Anant
Author_Institution
Dept. of Electr. Eng., Taxas A&M Univ., College Station, TX, USA
Volume
39
Issue
3
fYear
1993
fDate
5/1/1993 12:00:00 AM
Firstpage
821
Lastpage
834
Abstract
The design of scalar quantizers for communication systems that use diversity to overcome channel impairments is considered. The design problem is posed as an optimization problem and necessary conditions for optimality are derived. A design algorithm, a generalization of S.P. Lloyd´s (1962) algorithm for quantizer design, is developed. Unlike a single channel scalar quantizer, the performance of a multiple description scalar quantizer is dependent on the index assignment. The problem of index assignment is addressed. Good index assignments, performance results, and sample quantizer designs are presented for a memoryless Gaussian source. Comparisons are made with rate distortion bounds for the multiple description problem
Keywords
data compression; encoding; optimisation; communication systems; design algorithm; diversity; index assignment; memoryless Gaussian source; multiple description scalar quantizers; optimization problem; rate distortion bounds; source coding; Algorithm design and analysis; Codes; Conferences; Decoding; Design optimization; Frequency; Helium; Quantization; Rate-distortion; Source coding; Tiles;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/18.256491
Filename
256491
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