Experimental comparison of decentralized controllers for industrial robots

In this paper we present an experimental comparison between different decentralized controllers for industrial robot manipulators. In spite of the fact that robot manipulators are highly nonlinear and coupled multivariable systems, decentralized controllers have been widely adopted in industrial environments for trajectory tracking, because of their simplicity and their fault tolerance feature. Different kinds of controllers have been investigated: the typical PID-based controller, a nonlinear three-term controller devised by Tarokh, and a variable structure control law, a discontinuous integral control, both in the continuous and in the discretised version. Allowances are made for the tuning of the parameters in order to obtain low tracking errors. Results show that better performances are obtained by controllers other than PID, especially by the discontinuous integral control, so that they appear to be particularly appropriate for the use in industrial robots.

[1]  John J. Craig,et al.  Introduction to Robotics Mechanics and Control , 1986 .

[2]  Claudio Bonivento,et al.  Discrete variable-structure integral controllers , 1998, Autom..

[3]  Karl Johan Åström,et al.  PID Controllers: Theory, Design, and Tuning , 1995 .

[4]  Yu Tang,et al.  Decentralized robust control of robot manipulators , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[5]  Roberto Zanasi,et al.  A Modified Variable Structure Control Algorithm for Stabilization of Uncertain Dynamical Systems , 1993 .

[6]  Homayoun Seraji,et al.  Decentralized adaptive control of manipulators: theory, simulation, and experimentation , 1989, IEEE Trans. Robotics Autom..

[7]  Li-Chen Fu,et al.  Robust adaptive decentralized control of robot manipulators , 1992 .

[8]  Homayoun Seraji,et al.  Decentralized adaptive control of manipulators , 1994, J. Field Robotics.

[9]  Xiaoqi Tang,et al.  A model-free decentralized control for robot manipulators , 1997, Proceedings of International Conference on Robotics and Automation.

[10]  R. Zanasi Sliding Mode Using Discontinuous Control Algorithms of Integral Type , 1993 .

[11]  J. Slotine,et al.  On the Adaptive Control of Robot Manipulators , 1987 .

[12]  Donald T. Gavel,et al.  Decentralized adaptive control of robot manipulators , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[13]  H. Khalil,et al.  Stability analysis of a continuous implementation of variable structure control , 1991 .

[14]  Claudio Bonivento,et al.  A cascade structure for robust control design , 1994 .

[15]  M. Tarokh A decentralized nonlinear three-term controller for manipulator trajectory tracking , 1996, Proceedings of IEEE International Conference on Robotics and Automation.

[16]  M. Tarokh Decentralized digital adaptive control of robot motion , 1990, Proceedings., IEEE International Conference on Robotics and Automation.