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Adaptive control 1 Neural networks 1 Nonlinear control 1 Robustness 1 Unmodeled dynamics 1
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Huang, Jialiang 1 Lan, Weiyao 1 Li, Xiaoqiang 1 Wang, Dan 1
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Mathematics and Computers in Simulation (MATCOM) 1
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Neural network-based robust adaptive control of nonlinear systems with unmodeled dynamics
Wang, Dan; Huang, Jialiang; Lan, Weiyao; Li, Xiaoqiang - In: Mathematics and Computers in Simulation (MATCOM) 79 (2009) 5, pp. 1745-1753
by input–output models with an unknown nonlinear function and unmodeled dynamics. By on-line approximating the unknown … nonlinear functions and unmodeled dynamics by radial basis function (RBF) networks, the proposed approach does not require the …-loop system is stable and the tracking error converges to zero in the presence of unmodeled dynamics and unknown nonlinearity. A …
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