期刊
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
卷 23, 期 9, 页码 1345-1355出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TNNLS.2012.2202246
关键词
Adaptive pinning control; circuit realization; network deterioration; nonlinear coupling networks; synchronization
类别
资金
- National Science Fund of China [61104029, 60974043, 60904010, 60804024, 61104106]
- National 973 Program of China [2009CB320604]
- Funds of Doctoral Program of Ministry of Education, China [20100042110027]
- Fundamental Research Funds for the Central Universities [N090604001, N090604002, N100604022]
- Foundation for the Author of the National Excellent Doctoral Dissertation of China [201157]
This paper deals with a class of complex networks with nonideal coupling networks, and addresses the problem of asymptotic synchronization of the complex network through designing adaptive pinning control and coupling adjustment strategies. A more general coupled nonlinearity is considered as perturbations of the network, while a serious faulty network named deteriorated network is also proposed to be further study. For the sake of eliminating these adverse impacts for synchronization, indirect adaptive schemes are designed to construct controllers and adjusters on pinned nodes and nonuniform couplings of un-pinned nodes, respectively. According to Lyapunov stability theory, the proposed adaptive strategies are successful in ensuring the achievement of asymptotic synchronization of the complex network even in the presence of perturbed and deteriorated networks. The proposed schemes are physically implemented by circuitries and tested by simulation on a Chua's circuit network.
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