Title :
Stability analysis of adaptively controlled flexible joint manipulators
Author :
Ghorbel, Fathi ; Spong, Mark W.
Author_Institution :
Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
Abstract :
The composite slow/fast control strategy, consisting of a slow adaptive controller designed for a rigid robot together with a fast control to damp the elastic oscillations of the joints, was previously derived by the authors. In this paper, mathematical details of the algorithm are presented. By using the composite Lyapunov theory for singularly perturbed systems, sufficient conditions are obtained for adaptive trajectory tracking. For point-to-point motion it is shown that there is always a range of joint stiffness for which convergence is achieved, and the region of convergence is quantified. For tracking (smooth and bounded) reference trajectories, sufficient conditions for closed-loop stability and uniform boundedness of the tracking error are given. A residual set to which the tracking error converges is quantified. It is also shown that for special classes of trajectories, which include step responses generated from reference models and certain joint interpolated trajectories, asymptotic tracking can be achieved
Keywords :
Lyapunov methods; adaptive control; closed loop systems; control system analysis; position control; robots; Lyapunov theory; adaptive controller; closed-loop; convergence; flexible joint manipulators; position control; robot; robots; singularly perturbed systems; stability; stiffness; sufficient conditions; tracking error; trajectory tracking; Adaptive control; Convergence; Manipulators; Programmable control; Robot control; Robot kinematics; Stability analysis; Sufficient conditions; Tracking loops; Trajectory;
Conference_Titel :
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/CDC.1990.203465