Adaptive H∞ control of nonlinear systems with neural networks

Chinese Journal of Aeronautics

Volumn 16, Issue 1, 2003, Pages 36-41

  Jiang, Chang Sheng ^a   Chen, Mou ^a  

^a NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS   (China)

Author keywords

Adaptive control; H control; Neural networks; Nonlinear systems

Indexed keywords

APPROXIMATION THEORY; BACKPROPAGATION; ERROR ANALYSIS; FUZZY CONTROL; NONLINEAR CONTROL SYSTEMS; RADIAL BASIS FUNCTION NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); UNCERTAIN SYSTEMS;

APPROXIMATION ERRORS; MULTI INPUT AND MULTI OUTPUT UNCERTAIN NONLINEAR SYSTEMS; NONLINEAR FUNCTIONS; SINGLE INPUT AND SINGLE OUTPUT NONLINEAR SYSTEM;

ADAPTIVE CONTROL SYSTEMS;

EID: 1842627845     PISSN: 10009361     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1000-9361(11)60168-4     Document Type: Article

References (6)

1. Hunt K J, Sbarbaro D. Neural networks for nonlinear internal model control[J]. IEEE Proceedings D, 1991, 138 (5):431-438.
2. Park J, Sand Berg J W. Universal approximation using radial-basis-function networks [J]. Neural Computation, 1991, 3 (2):246-257.
3. Chen S, Cowan C F N, Grant P M. Orthogonal least squares learning algorithm for radial basis function networks[J]. IEEE Trans Neural Networks, 1991, 2(2):302-309.
4. Sanner P, Slotine J J. Gaussian networks for direct adaptive control[J]. IEEE Transactions on Neural Networks 1992, 3(6), 837-864.
5. Liu C C, Chen F H. Adaptive control of nonlinear continuous systems using neural networks-general relation degree and MIMO cases[J]. Int J of Control, 1993, 58(2):317-335.
6. Tong S C, Tang J T, Wang T. Fuzzy adaptive control of multivariable nonlinear systems[J]. Fuzzy Sets and Systems, 2000, 11(1), 163-167.