Parameter identification of dynamical systems from time series

Wenwu Yu; Guanrong Chen; Jinde Cao; Jinhu Lü; Ulrich Parlitz

doi:10.1103/PhysRevE.75.067201

Parameter identification of dynamical systems from time series

Wenwu Yu^*
, Guanrong Chen
, Jinde Cao
, Jinhu Lü
, Ulrich Parlitz

^*此作品的通讯作者

Southeast University, Nanjing
City University of Hong Kong
CAS - Academy of Mathematics and System Sciences
Princeton University
University of Göttingen

科研成果: 期刊稿件 › 文章 › 同行评审

118 引用（Scopus）

摘要

In this paper, synchronization based parameter identification of dynamical systems from time series is carefully revisited. It is shown, based on rigorous theoretical analysis and concrete counterexamples, that some recent research reports on this issue are incomplete or even incorrect. A linear independence condition is pointed out, which is sufficient for such parameter identification of general dynamical systems.

源语言	英语
文章编号	067201
期刊	Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
卷	75
期	6
DOI	https://doi.org/10.1103/PhysRevE.75.067201
出版状态	已出版 - 6 6月 2007
已对外发布	是

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10.1103/PhysRevE.75.067201

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AB - In this paper, synchronization based parameter identification of dynamical systems from time series is carefully revisited. It is shown, based on rigorous theoretical analysis and concrete counterexamples, that some recent research reports on this issue are incomplete or even incorrect. A linear independence condition is pointed out, which is sufficient for such parameter identification of general dynamical systems.

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M3 - 文章

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Parameter identification of dynamical systems from time series

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