Title :
Adaptive Jacobian PID Regulation for Robots with Uncertain Kinematics and Actuator Model
Author :
Liu, Chao ; Cheah, Chien Chern ; Slotine, Jean-Jacques
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ.
Abstract :
This paper presents a task-space saturated-proportional, integral and differential (SP-ID) regulation approach for robot manipulators with uncertain kinematics and actuator model. The proposed approach is computationally efficient and easy to implement due to its simple structure. It´s interesting to observe that in this paper the simple PID type controller is shown not only capable of compensating unknown gravity force, as has been known for long in robot control literature, but also capable of dealing with uncertainties in robot kinematics and actuator model. Sufficient conditions to guarantee system stability are provided and simulation results are presented to show the performance of proposed control method
Keywords :
adaptive control; manipulator kinematics; three-term control; uncertain systems; actuator model; adaptive Jacobian PID regulation; robot control; task-space saturated-proportional, integral and differential regulation; uncertain robot kinematics; Actuators; Force control; Gravity; Jacobian matrices; Manipulators; Robot control; Robot kinematics; Sufficient conditions; Three-term control; Uncertainty;
Conference_Titel :
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0258-1
Electronic_ISBN :
1-4244-0259-X
DOI :
10.1109/IROS.2006.282242