LMI based neurocontroller for guaranteed cost control of discrete-time uncertain system

Proceedings of the IEEE Conference on Decision and Control

Volumn 1, Issue , 2004, Pages 809-814

  Mukaidani, Hiroaki ^a   Ishii, Yasuhisa ^a   Tanaka, Yoshiyuki ^a   Bu, Nan ^a   Tsuji, Toshio ^a  

^a HIROSHIMA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; DISCRETE TIME CONTROL SYSTEMS; FEEDBACK CONTROL; INTELLIGENT CONTROL; LINEAR CONTROL SYSTEMS; NEURAL NETWORKS; PERTURBATION TECHNIQUES; STATE FEEDBACK;

COST CONTROL; DISCRETE TIME UNCERTAIN SYSTEMS; LINEAR MATRIX INEQUALITY (LMI); NEUROCONTROLLERS;

UNCERTAIN SYSTEMS;

EID: 14344264905     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/cdc.2004.1428767     Document Type: Conference Paper

References (13)

1. L. Xie, C. E. D. Souza, and Y. Wang, "Robust control of discrete time uncertain dynamical systems," Automatica, vol. 29, pp. 1133-1137, 1993.
2. I. R. Petersen and D. C. McFarlane, "Optimal guaranteed cost control and filtering for uncertain linear systems," IEEE Trans. Automat. Contr., vol.39, pp. 1971-1977, 1994.
3. G. Garcia, B. Pradin, S. Tarbouriech and F. Zeng, "Robust stabilization and guaranteed cost control for discrete-time linear systems by static output feedback," Automatica, vol.39, pp. 1635-1641, 2003.
4. L. Xie and Y. C. Soh, "Guaranteed cost control of Uncertain discretetime systems," Control Theory and Advanced Technology, vol. 10, pp. 1235-1250, 1995.
5. K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks", IEEE Trans. Neural Networks, vol.1, pp.4-27, 1990.
6. T. Yabuta and T. Yamada, "Neural network controller characteristics with regard to adaptive control", IEEE Trans. Syst., Man, Cyber., vol.22, no.1, pp. 170-176, 1992.
7. N. Sadegh, "A perceptron network for functional identification and control of nonlinear systems", IEEE Trans. Neural Networks, vol.4, no.6, pp.982-988, 1993.
8. Y. Iiguni, H. Sakai and H. Tokumaru, "A nonlinear regulator design in the presence of system uncertainties using multilayered neural networks", IEEE Trans. Neural Networks, vol.2, pp.410-417, 1991.
9. Y. Iiguni, "A robust neurocontroller incorporating a prior knowledge of plant dynamics", Mathl. Comput. Modeling, vol.23, pp. 143-157, 1996.
10. G.-H. Yang, J. L. Wang and Y. C. Soh : "Guaranteed Cost Control for Discrete-Time Linear Systems under Controller Gain Perturbations", Linear Algebra and its Applications, vol.312 pp. 161-180, 2000.
11. L. H. Keel and S. P. Bhattacharyya, "Robust, Fragile, or Optimal?", IEEE Trans. Auromat. Contr., vol.42, pp. 1098-1105, 1997.
12. Y. Wang, D. J. Hill and G. Guo, "Robust decentralized control for multimachine power systems," IEEE Trans. Circuits and Systems I, vol.45, pp. 271-279, 1998.
13. K. Zhou, Essentials of Robust Control, Prentice-Hall, New Jersey, 1998.