State Feedback NN Control of Non-affine Nonlinear System with Zero Dynamics

Proceedings of the American Control Conference

Volumn 5, Issue , 2003, Pages 4530-4535

  Ge, S S ^a   Zhang, J ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; CLOSED LOOP CONTROL SYSTEMS; FEEDBACK CONTROL; MULTILAYER NEURAL NETWORKS;

LYAPUNOV STABILITY THEORY;

NONLINEAR SYSTEMS;

EID: 0142199977     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. R. Marino and P. Tomei, Nonlinear Adaptive Design: Geometric, Adaptive, and Robust. London: Printice Hall International (UK) Limited, 1995.
2. A. R. Teel, R. R. Kadiyala, P. V. Kokotovic, and S. S. Sastry, "Indirect techniques for adaptive input-output linearization of non-linear systems," International Journal of Control, vol. 53, pp. 193-222, 1991.
3. S. S. Ge, C. C. Hang, and T. Zhang, "Nonlinear adaptive control using neural network and its application to cstr systems," Journal of Process Control, vol. 9, pp. 313-323, 1998.
4. K. S. Narendra and K. Parthasarathy, "Identification and control of dynamic systems using neural networks," IEEE Trans. Neural Networks, vol. 1, no. 1, pp. 4-27, 1990.
5. A. U. Levin and K. S. Narendra, "Control of nonlinear dynamical systems using neural networks-part ii: observability, identification, and control," IEEE Trans. Neural Networks, vol. 7, no. 1, pp. 30-42, 1996.
6. C. J. Goh, "Model reference control of non-linear systems via implicit function emulation," Int. J. Control, vol. 60, pp. 91-115, 1994.
7. S. S. Ge, C. C. Hang, T. H. Lee, and T. Zhang, Stable Adaptive Neural Network Control. Boston, MA: Kluwer Academic, 2001.
8. J. Tsinias and N. Kalouptsidis, "Invertability of nonlinear analytic single-input systems," IEEE Trans. Automat. Control, vol. 28, no. 9, pp. 931-933, 1983.
9. A. Isidori, Nonlinear Control System. Springer-Verlag, Berlin, 2nd edition 1989, 3rd edition, 1995.
10. S. Behtash, "Robust output tracking for nonlinear system," Int. J. Control, vol. 51, no. 6, pp. 1381-1407, 1990.
11. W. Hahn, Stability of Motion. Springer Verlag, Berlin, 1967.
12. P. A. loannou and J. Sun, Robust Adaptive Control. Englewood Cliffs, NJ: Prentice-Hall, 1995.
13. K. S. Narendra and A. M. Annaswamy, "A new adaptive law for robust adaptation without persistent excitation," IEEE Trans. Automat. Control, vol. 32, no. 2, pp. 134-145, 1987.