DocumentCode
938518
Title
Monotony of Lloyd´s method II for log-concave density and convex error weighting function (Corresp.)
Author
Trushkin, Alexander V.
Volume
30
Issue
2
fYear
1984
fDate
3/1/1984 12:00:00 AM
Firstpage
380
Lastpage
383
Abstract
Kieffer recently showed that for a log-concave probability density there is a unique
-level quantizer which is a stationary point of the expected value of an increasing, convex, and continuously differentiable error weighting function, dependent on the absolute quantization error. It is shown that the requirement of continuous differentiability can be dropped, using the monotony of Lloyd\´s Method II, the proof of which is based on a generalization of previous work by the author.
-level quantizer which is a stationary point of the expected value of an increasing, convex, and continuously differentiable error weighting function, dependent on the absolute quantization error. It is shown that the requirement of continuous differentiability can be dropped, using the monotony of Lloyd\´s Method II, the proof of which is based on a generalization of previous work by the author.Keywords
Quantization (signal); Signal quantization; Convergence; Entropy; Notice of Violation; Quantization; Spectral analysis; Speech; Stochastic processes; Sufficient conditions;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1984.1056873
Filename
1056873
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