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Decentralized control of a class of large-scale nonlinear systems using neural networks
Authors:S.N. Huang  K.K. Tan  T.H. Lee
Affiliation:Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260
Abstract:
This paper designs a decentralized neural network (NN) controller for a class of nonlinear large-scale systems, in which strong interconnections are involved. NNs are used to handle unknown functions. The proposed scheme is proved guaranteeing the boundedness of the closed-loop subsystems using only local feedback signals.
Keywords:Adaptive control   Neural networks   Nonlinear systems   Uncertainty
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