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In this paper, we present a time-domain iterative learning control scheme for the trajectory tracking problem of rigid robot manipulators that perform repeated tasks. The proposed control scheme comprises a computed torque control designed exploiting the approximated linear model of a manipulator and a learning law to compensate effects of nonlinear terms, that are ignored in obtaining the linear model, and the external disturbance. We show that the iterative learning controller is capable of effectively canceling the disturbances caused by nonlinear terms and other disturbance. The asymptotic stability of the closed-loop system is guaranteed, and the conditions of this stability are given. Simulation results on PUMA 560 robot show clearly efficiency of the proposed scheme.
Czasopismo
Rocznik
Tom
Strony
57--69
Opis fizyczny
Bibliogr. 13 poz., rys.
Twórcy
autor
autor
autor
- Laboratoire de Commande des Processus, Ecole Nationale Polytechinque, Elharrach, Algiers, Algeria, f_bouakrif@yahoo.com
Bibliografia
- [1] S. ARIMOTO, S. KAWAMURA and F. MIYAZAKI: Bettering operation of robots by learning. J. Robot. Syst., 1 (1984), 123-140.
- [2] G. M. BONE and P. CLAYTON: An iterative learning control algorithm for improving robot and machine tool path tracking. Proc. 17 Canadian Congress of Applied Mechanics - CANCAM 99, Hamilton, Ontario, Canada, (1999), 341 -342.
- [3] D. BOUKHETALA, F. BOUDJEMA, T. MADANI, M. S. BOUCHERIT and N. K. M'SIRDI: A new decentralized variable structure control for robot manipulators. Mt. J of Robotics and Automation, 18(1), (2003), 28-40.
- [4] G. CASALINO and G. BARTOLINI: A learning procedure for the control of movements of robotic manipulators. LASTED Symp. Robotics and Automation, Amsterdam, (1984), 108-111.
- [5] Y. Y. CHOI, J. UH and J. S. LEE: Iterative learning control of robot manipulator with 1-type parameter estimator. Proc. American Control Conf, (2001), 646-651.
- [6] J. J. CRAIG: Adaptive control of manipulators through repeated trials. Proc. American Control Conf, San Diego, (1984), 1566-1574.
- [7] J. J. CRAIG: Adaptive control of mechanical manipulators. Addision-Wesley, 1988.
- [8] A. DE LUCA, G. PAESANO and G. ULIVI: A frequency-domain approach to learning control. Implementation for a robot manipulator. IEEE Trans. Ind. Electron., 39(1), (1992), 1-10.
- [9] W. E. DIXON, E. ZERGEROGLU, D. M. DAWSON and B. T. COSTIC: Repetitive learning control: A Lyapunov-based approach. Proc. 2001 IEEE Mt. C'onf. Control Application, Mexico, (2001), 530-535.
- [10] R. A. HORN and C. R. JOHNSON: Matrix analysis. Cambridge University Press, New York, 1992.
- [11] R. HOROWITZ: Learning control of robot manipulators. ASME J. Dynam. Syst., Meas., Contra, 115 (1993), 402-411.
- [12] T. Y. KUE, K. NAM and J. S. LEE: An iterative learning control of robot manipulators. IEEE Trans. Robot. Autom., 7(6), (1991), 835-841.
- [13] R. SANG and Z. BIEN: An iterative learning control method with application for the robot manipulator. IEEE J. Robotics and Automation, (1988), 7(4), 508-514.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BSW3-0037-0004