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Fixed rate universal lossy source coding for memoryless sources and rates of convergence

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3 Author(s)
Linder, T. ; Dept. of Telecommun., Tech. Univ. Budapest, Hungary ; Lugosi, G. ; Zeger, K.

A fixed rate universal lossy source coding scheme is introduced for i.i.d. sources. It is shown that as the sample size n grows the per letter distortion obtained using this universal quantizer converges to Shannon's distortion-rate function D(R) in expectation at a rate O(log n/n) for finite alphabet sources and O(√(log n/n)) both in expectation and almost surely for bounded real valued sources

Published in:

Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on

Date of Conference:

27 Jun-1 Jul 1994