Analysis of signals in the Fisher-Shannon information plane

被引：140

作者：

Vignat, C ^{[1
]}

Bercher, JF ^{[1
]}

机构：

[1] Univ Michigan, EECS, Ann Arbor, MI 48109 USA

来源：

PHYSICS LETTERS A | 2003年 / 312卷 / 1-2期

关键词：

complexity; Fisher information; Shannon-Boltzmann entropy; power exponential; student-t distribution;

D O I：

10.1016/S0375-9601(03)00570-X

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

We show that the analysis of complex, possibly non-stationary signals, can be carried out in an information plane, defined by both Shannon entropy and Fisher information. Our study is exemplified by two large families of distributions with physical relevance: the Student-t and the power exponentials. (C) 2003 Elsevier Science B.V. All rights reserved.

引用

收藏

页码：27 / 33

页数：7

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