Adaptive lag synchronization based topology identification scheme of uncertain general complex dynamical networks

Yanqiu Che; R. X. Li; C. X. Han; J. Wang; S. G. Cui; B. Deng; X. Wei

doi:10.1140/epjb/e2012-20959-7

Adaptive lag synchronization based topology identification scheme of uncertain general complex dynamical networks

Yanqiu Che, R. X. Li, C. X. Han, J. Wang, S. G. Cui, B. Deng, X. Wei

Research output: Contribution to journal › Article › peer-review

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Abstract

This paper presents an adaptive lag synchronization based method for simultaneous identification of topology and parameters of uncertain general complex dynamical networks with and without time delays. Based on Lyapunov stability theorem and LaSalle's invariance principle, an adaptive controller is designed to realize lag synchronization between drive and response systems, meanwhile, identification criteria of network topology and system parameters are obtained. Numerical simulations illustrate the effectiveness of the proposed method.

Original language	English (US)
Article number	265
Journal	European Physical Journal B
Volume	85
Issue number	8
DOIs	https://doi.org/10.1140/epjb/e2012-20959-7
State	Published - Aug 2012

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Condensed Matter Physics

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10.1140/epjb/e2012-20959-7

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title = "Adaptive lag synchronization based topology identification scheme of uncertain general complex dynamical networks",

abstract = "This paper presents an adaptive lag synchronization based method for simultaneous identification of topology and parameters of uncertain general complex dynamical networks with and without time delays. Based on Lyapunov stability theorem and LaSalle's invariance principle, an adaptive controller is designed to realize lag synchronization between drive and response systems, meanwhile, identification criteria of network topology and system parameters are obtained. Numerical simulations illustrate the effectiveness of the proposed method.",

author = "Yanqiu Che and Li, {R. X.} and Han, {C. X.} and J. Wang and Cui, {S. G.} and B. Deng and X. Wei",

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AU - Che, Yanqiu

AU - Li, R. X.

AU - Han, C. X.

AU - Wang, J.

AU - Cui, S. G.

AU - Deng, B.

AU - Wei, X.

PY - 2012/8

Y1 - 2012/8

N2 - This paper presents an adaptive lag synchronization based method for simultaneous identification of topology and parameters of uncertain general complex dynamical networks with and without time delays. Based on Lyapunov stability theorem and LaSalle's invariance principle, an adaptive controller is designed to realize lag synchronization between drive and response systems, meanwhile, identification criteria of network topology and system parameters are obtained. Numerical simulations illustrate the effectiveness of the proposed method.

AB - This paper presents an adaptive lag synchronization based method for simultaneous identification of topology and parameters of uncertain general complex dynamical networks with and without time delays. Based on Lyapunov stability theorem and LaSalle's invariance principle, an adaptive controller is designed to realize lag synchronization between drive and response systems, meanwhile, identification criteria of network topology and system parameters are obtained. Numerical simulations illustrate the effectiveness of the proposed method.

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JO - European Physical Journal B

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Adaptive lag synchronization based topology identification scheme of uncertain general complex dynamical networks

Abstract

All Science Journal Classification (ASJC) codes

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