Hostname: page-component-7bb8b95d7b-qxsvm Total loading time: 0 Render date: 2024-09-18T16:41:59.886Z Has data issue: false hasContentIssue false

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

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)