Title :
Adaptive minimum uncertainty control for a flexible link manipulator
Author :
Karamolegkos, Nick ; Stathopoulos, George ; Tzes, Anthony
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
Abstract :
The development of an adaptive controller for a flexible link manipulator is the subject of this article. The system´s measurements are assumed to be corrupted with noise of a priori known bounds. A set membership identifier computes the feasible set (orthotope) within which the parameter vector resides. The orthotope´s vertices provide the parameter-vector´s bounds, which are used to compute the predicted system-output uncertainty. The controller tunes its gains through an on-line minimization of a cost that penalizes the control effort, the induced uncertainty on the system output, and the tracking error. The scheme is applied in simulation studies on a planar single flexible-link manipulator.
Keywords :
adaptive control; control system synthesis; flexible manipulators; identification; minimisation; set theory; tracking; uncertain systems; adaptive minimum uncertainty control; controller tuning; cost minimization; flexible link manipulator; orthotope vertex; parameter vector; set membership identifier; tracking error; Adaptive control; Automatic control; Automation; Control systems; Error correction; Manipulator dynamics; Noise measurement; Programmable control; Uncertainty; Velocity measurement; Adaptive control; Flexible link manipulator; Robust control; Set membership identification;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164729