Decentralized control of a class of large-scale nonlinear systems using neural networks |
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Authors: | S.N. Huang K.K. Tan T.H. Lee |
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Affiliation: | Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260 |
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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. |
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Keywords: | Adaptive control Neural networks Nonlinear systems Uncertainty |
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