Title :
Generalized Predictive Control of an anthropomorphic robot arm for trajectory tracking
Author :
Makarov, M. ; Grossard, Mathieu ; Rodriguez-Ayerbe, P. ; Dumur, D.
Author_Institution :
Interactive Robot. Lab., CEA, Fontenay-aux-Roses, France
Abstract :
This paper presents an effective model-based predictive approach for the precise trajectory tracking of an anthropomorphic robot arm. The proposed control strategy is based on feedback linearization and linear Generalized Predictive Control, requiring no on-line optimization procedure. Experimental evaluation of the proposed method and its comparison with two classic robot control approaches illustrate its tracking performances and robustness with respect to non-compensated load variations.
Keywords :
manipulators; optimisation; position control; predictive control; state feedback; anthropomorphic robot Arm; feedback linearization; generalized predictive control; optimization procedure; trajectory tracking; Friction; Joints; Polynomials; Robots; Solid modeling; Torque; Trajectory;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2011 IEEE/ASME International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-0838-1
DOI :
10.1109/AIM.2011.6026999