H∞ cluster synchronization and state estimation for complex dynamical networks with mixed time delays

被引:44
作者
Li, Hongjie [1 ]
机构
[1] Jiaxing Univ, Coll Math & Informat & Engn, Jiaxing 314001, Zhejiang, Peoples R China
基金
美国国家科学基金会;
关键词
Complex networks; H-infinity cluster synchronization; Mixed time delays; Kronecker product; Linear matrix inequalities (LMIs); PROJECTIVE SYNCHRONIZATION; NEURAL-NETWORKS; EXPONENTIAL SYNCHRONIZATION; ADAPTIVE SYNCHRONIZATION; CRITERIA; STABILITY;
D O I
10.1016/j.apm.2013.02.019
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The paper investigates H-infinity cluster synchronization and state estimation for complex dynamical networks with mixed time delays. A novel concept of H-infinity cluster synchronization is proposed to quantify against the exogenous disturbance of the complex networks. Based on the Lyapunov stability theory, H-infinity cluster synchronization criteria are derived in the form of linear matrix inequalities. The solvability of derived conditions depends not only on the attenuation level but also the initial values of complex networks. The H-infinity state estimation is studied for the same complex networks with the purpose of designing a state estimator to estimate the network states through available output measurements. Finally, two numerical examples are provided to demonstrate the effectiveness of the obtained theoretical results. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:7223 / 7244
页数:22
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