Comparison of recurrence quantification methods for the analysis of temporal and spatial chaos

被引：23

作者：

Mocenni, Chiara ^{[1
]}

Facchini, Angelo

Vicino, Antonio

机构：

[1] Univ Siena, Dipartimento Ingn Informaz, I-53100 Siena, Italy

来源：

MATHEMATICAL AND COMPUTER MODELLING | 2011年 / 53卷 / 7-8期

关键词：

Recurrence Plots; Generalized RQA; Temporal and spatial chaos; TIME-SERIES ANALYSIS; PLOT ANALYSIS; RECONSTRUCTION;

D O I：

10.1016/j.mcm.2010.04.008

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A comparative study of the recurrence properties of time series and two-dimensional spatial data is performed by means of Recurrence Quantification Analysis. The recent extension to distributed data of methods based on recurrences reveals new insights improving the performances of the approach for the analysis of complex spatial patterns. Indeed, the measures determinism and entropy provide significant information about the small and large scale characterization of the patterns allowing for a better connection to the physical properties of the spatial system under investigation. (C) 2010 Elsevier Ltd. All rights reserved.

引用

页码：1535 / 1545

页数：11

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