Robust output tracking CMAC control: The T-S fuzzy model-based approach

Proceedings of the International Joint Conference on Neural Networks

Volumn 4, Issue , 2005, Pages 2290-2295

  Chiu, Chian Song ^a   Chiang, Tung Sheng ^b  

^a CHIENKUO TECHNOLOGY UNIVERSITY   (Taiwan)

^b CHING YUN UNIVERSITY   (Taiwan)

Author keywords

CMAC; Fuzzy; T S fuzzy model

Indexed keywords

ASYMPTOTIC STABILITY; COMPUTER SIMULATION; ELECTRIC NETWORK ANALYSIS; FUZZY SETS; MATHEMATICAL MODELS; ROBUSTNESS (CONTROL SYSTEMS);

FUZZY MODELS; FUZZY SYSTEMS; NODES; OUTPUT TRACKING;

ELECTRIC CONTROL EQUIPMENT;

EID: 33750104505     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556258     Document Type: Conference Paper

References (10)

1. J. S. Albus, "A New Approach to Manipulator Control: The Cerebellar Model Articulation Controller (CMAC)," Journal of Dynamic Systems, Measurement, and Control, Transactions of ASME, p.220-227, September 1975.
2. C. S. Lin and C. T. Chiang, Learning Convergence of CMAC Technique. IEEE Transactions on CMAC Networks, Nov. 1997, Vol. 8, No. 6, pp. 1281-1292.
3. C. T. Chiang and C. S. Lin, CMAC with General Basis Functions. Journal of CMAC Networks, Vol. 9, No. 7, Oct. 1996. pp. 1199-1211.
4. Y. H. Kim and F. L. Lewis, "Optimal Design of CMAC CMAC-Network Controller for Robot Manipuler," IEEE Trans. on Systems, mans and Cybernetics, Part C, vol. 30, no. 1, pp. 2231, 2000.
5. C. T. Lin and C. S. George Lee, "CMAC Fuzzy systems," Prentice-Hall int., Inc. 1996.
6. H. R. Lai and C. C. Wong, "A Fuzzy CMAC Structure and Learning Method for Function approximation," IEEE International Fuzzy Systems Conference, pp4360-439, 2001.
7. Y. H. Kim and F. L. Lewis, "Optimal Design of CMAC CMAC-Network Controller for Robot Maniputor," IEEE Trans. on Systems, mans and Cybernetics, Part C, vol. 30, no. 1, pp. 2231, 2000.
8. T. Yabuta and T. Yamada, "Learning control using CMAC networks," in Proc. IEEE Int. Conf. Robot. Automat. Sacramento, CA. Apr. 1991, pp. 740-745.
9. ∞ fuzzy output feedback control design for nonlinear systems: An LMI approach," IEEE Trans. on Fuzzy Syst., vol. 11, no. 3, pp. 331-340, 2003.
10. K. Y. Lian, C. S. Chiu, T. S. Chiang, and P. Liu, "LMI-Based Fuzzy Chaotic Synchronization and Communications," IEEE Trans. on Fuzzy Systems, vol. 9, no. 4, pp. 539-553, 2001.