Stable computed-torque control of robot manipulators via fuzzy self-tuning

作者: M.A. Llama , R. Kelly , V. Santibanez

DOI: 10.1109/3477.826954

关键词:

摘要: Computed-torque control is a well-known motion strategy for manipulators which ensures global asymptotic stability fixed symmetric positive definite (proportional and derivative) gain matrices. In this paper, we show that also holds class of matrices depending on the manipulator state. This feature increases potential computed-torque scheme to handle practical constraint in actual robots such as presence friction joints actuators with limited torque capabilities. We illustrate by means fuzzy self-tuning algorithm select proportional derivative gains according tracking position error. Experiments two degrees freedom robot arm usefulness proposed approach.

参考文章(21)
Ronald R. Yager, Dimitar P. Filev, Essentials of Fuzzy Modeling and Control ,(1994)
Mark W Spong, Mathukumalli Vidyasagar, Robot dynamics and control ,(1989)
A. Homaifar, B. Sayyarrodsari, J.C. Nagle, Learning based approach to the design of hierarchical hybrid fuzzy PID controllers Proceedings of IEEE 5th International Fuzzy Systems. ,vol. 3, pp. 1931- 1936 ,(1996) , 10.1109/FUZZY.1996.552693
C. T. Abdallah, D. M. Dawson, Frank L. Lewis, Control of Robot Manipulators ,(1993)
T. Fukuda, T. Shibata, Hierarchical intelligent control for robotic motion by using fuzzy, artificial intelligence, and neural network international joint conference on neural network. ,vol. 1, pp. 269- 274 ,(1992) , 10.1109/IJCNN.1992.287123
A. Tzes, K. Kyriakides, Adaptive fuzzy control for flexible-link manipulators: A hybrid frequency-time domain scheme ieee international conference on fuzzy systems. pp. 122- 127 ,(1993) , 10.1109/FUZZY.1993.327452
Rafael Kelly, Rodolfo Haber, Rodolfo E. Haber-Guerra, Fernando Reyes, Lyapunov Stable Control of Robot Manipulators: A Fuzzy Self-Tuning Procedure Intelligent Automation and Soft Computing. ,vol. 5, pp. 313- 326 ,(1999) , 10.1080/10798587.1999.10750611
Fernando Reyes, Rafael Kelly, Experimental Evaluation of Identification Schemes on a Direct Drive Robot Robotica. ,vol. 15, pp. 563- 571 ,(1997) , 10.1017/S0263574797000659
Lorenzo Sciavicco, Bruno Siciliano, Modeling and Control of Robot Manipulators ,(1995)
Mary L. Boas, Philip Peters, Mathematical Methods in the Physical Sciences: 2nd Ed ,(1983)