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The quantization error of self-similar distributions

Published online by Cambridge University Press:  02 November 2004

KLAUS PÖTZELBERGER
Affiliation:
Department of Statistics, Vienna University of Economics and Business Administration, Augasse 2-6, A-1090 Vienna, Austria. e-mail: Klaus.Poetzelberger@wu-wien.ac.at

Abstract

We prove results on the asymptotic behavior of the quantization error for self-similar distributions $P$ when $n$, the number of prototypes, goes to infinity. In particular, we show that the suitably scaled quantization error converges, if $P$ is nonarithmetic and that it is asymptotically periodic in the arithmetic case. The results hold also for distributions that are absolutely continuous with respect to a self-similar distribution.

Type
Research Article
Copyright
© 2004 Cambridge Philosophical Society

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