High-resolution quantization and entropy coding for fractional Brownian motion

被引:18
|
作者
Dereich, S. [1 ]
Scheutzow, M. [1 ]
机构
[1] TU Berlin, Inst Math, D-10623 Berlin, Germany
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2006年 / 11卷
关键词
high-resolution quantization; complexity; stochastic process; entropy; distortion rate function;
D O I
10.1214/EJP.v11-344
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We establish the precise asymptotics of the quantization and entropy coding errors for fractional Brownian motion with respect to the supremum norm and L-p[ 0, 1]-norm distortions. We show that all moments in the quantization problem lead to the same asymptotics. Using a general principle, we conclude that entropy coding and quantization coincide asymptotically. Under supremum-norm distortion, our proof uses an explicit construction of efficient codebooks based on a particular entropy constrained coding scheme.
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页码:700 / 722
页数:23
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