A new adaptive fuzzy iterative learning control for nonlinear systems with repeatable control tasks

Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05

Volumn 2005, Issue , 2005, Pages 7834-7839

  Chien, Chiang Ju ^a  

^a HUAFAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; CLOSED LOOP CONTROL SYSTEMS; FUZZY CONTROL; ITERATIVE METHODS; LEARNING SYSTEMS; TIME DOMAIN ANALYSIS;

FUZZY LEARNING; INTERNAL SIGNALS; STATE ERRORS;

NONLINEAR SYSTEMS;

EID: 33847214597     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2005.1583428     Document Type: Conference Paper

References (22)

1. S. Arimoto, S. Kawamura and F. Miyazaki, "Bettering operation of robots by learning," J. of Robot. Syst., vol. 1, no. 2, pp. 123-140, 1984.
2. G. Heinzinger, D. Fenwick, B. Paden and F. Miyazaki, "Stability of learning control with disturbances and uncertain initial conditions," IEEE Trans. Automat. Contr., vol. 37, no. 1, pp. 110-114, 1992.
3. M. Sun and D. Wang, "Iterative learning control with initial rectifying action," Automatica, vol. 38, pp. 1177-1182, 2002.
4. H.F. Chen and H.T. Fang, "Output tracking for nonlinear stochastic systems by iterative learning control," IEEE Trans. Automat. Contr., vol. 49, no. 4, pp. 583-588, April 2004.
5. Y.H. Kim and I.J. Ha, "A learning approach to precision speed control of servomotors and its application to VCR," IEEE Trans. Contr. Syst. Technol., vol. 7, pp. 466-477, Mar. 1999.
6. M. Pandit and K.H. Buchheit, "Optimizing iterative learning control of cyclic production process with application to extruders," IEEE Trans. Contr. Syst. Technol., vol. 7, pp. 384-390, Mar. 1999.
7. M. Mezghani, G. Roux, M. Cabassud, M.V.L. Lann, B. Dahhou, and G. Casamatta, "Application of iterative learning control to an exothermic semibatch chemical reactor," IEEE Trans. Contr. Syst. Technol., vol. 10, no. 6, pp. 822-834, Nov. 2002.
8. J.Y. Choi and J.S. Lee, "Adaptive iterative learning control of uncertain robotic systems," IEE Proc. D, Control Theory Application, vol. 147, no. 2, pp. 217-223, 2000.
9. T.Y. Kuc and W.G. Ran, "An adaptive PID learning control of robot manipulators," Automatica, vol. 36, pp. 717-725, 2000.
10. A. Tayebi, "Adaptive iterative learning control for robot manipulators," Automatica, vol. 40, pp. 1195-1203, 2004.
11. Z. Qu and J. Xu, "Asymptotic learning control for a class of cascaded nonlinear uncertain systems," IEEE Trans. Automat. Contr., vol. 47, no. 8, pp. 1369-1376, 2002.
12. J.X. Xu, and B. Wiswanathan, "Adaptive robust iterative learning control with dead zone scheme," Automatica, vol. 36, pp. 91-99, 2000.
13. J.X. Xu and J. Xu, "On iterative learning from different tracking tasks in the presence of time-varying uncertainties," IEEE Trans. Systems, Man and Cybernetics - Part B, vol. 34, no. 1, pp. 589-597, 2004.
14. C.J. Chien and C.Y. Yao, "Iterative learning of model reference adaptive controller for uncertain nonlinear systems with only output measurement," Automatica, vol. 40, no. 5, pp. 855-864, 2004.
15. M. Sanner and J.J.E. Slotine, "Gaussin networks for direct adaptive control," IEEE Trans. Neural Networks, vol. 3, pp. 837-863, 1992.
16. L.X. Wang, Adaptive Fuzzy Systems and Control, Englewood Cliffs, NJ : Prentice Hall, pp. 140-154, 1994.
17. H. Han, C.Y. Su and Y. Stepanenko, "Adaptive control of a class of nonlinear systems with nonlinearly parameterized fuzzy approximators," IEEE Trans. Fuzzy Syst., vol. 9, no. 2, pp. 315-323, 2001.
18. C.H. Wang, T.C. Lin, T.T. Lee, and H.L. Liu, "Adaptive hybrid intelligent control for uncertain nonlinear dynamical systems," IEEE Trans. Systems, Man, and Cybernetics, Part-B, vol. 32, no. 5, pp. 583-597, 2002.
19. W. G. Seo, B.H. Park and J. S. Lee, "Adaptive fuzzy learning control for a class of nonlinear dynamic systems," International Journal of Intelligent Systems, vol. 15, pp. 1157-1175, 2000.
20. C.J. Chien, C.T. Hsu and C.Y. Yao, "Fuzzy system based adaptive iterative learning control for nonlinear plants with initial state errors," IEEE Trans. Fuzzy Syst., vol. 12, no. 5, pp. 724-732, 2004.
21. Y.C. Wang, C.J. Chien and C.C. Teng, "Direct adaptive iterative learning control of nonlinear systems using an output recurrent fuzzy neural network," IEEE Trans. Systems, Man and Cybernetics - Part B, vol. 34, no. 3, pp. 1348-1359, 2004.
22. P.A. Ioannou and J. Sun, Robust Adaptive Control, Englewood Cliffs, NJ, Prentice-Hall, 1996.