Title :
Collision detection system for manipulator based on adaptive impedance control law
Author :
Morinaga, Shinya ; Kosuge, Kazuhiro
Author_Institution :
Dept. of Machine Intelligence & Syst. Eng., Tohoku Univ., Sendai, Japan
Abstract :
In this paper, we propose a collision detection system based on a nonlinear adaptive impedance control law. The collision detection detects collisions of a manipulator with its environment without using external sensors. The adaptive impedance control law is employed to estimate the dynamic parameters of the manipulators, and allows the manipulator to have interaction with its environment. The system detects collisions based on the difference between the actual input torque to the manipulator and the reference input torque, which is calculated based on the estimated parameters of the manipulator dynamics. The manipulator stops when a collision detection system is implemented in an industrial manipulator and experimental results illustrate the validity of the proposed system.
Keywords :
adaptive control; collision avoidance; industrial manipulators; manipulator dynamics; nonlinear control systems; parameter estimation; torque control; actual input torque; collision detection system; dynamic parameters; external sensors; industrial manipulator; nonlinear adaptive impedance control law; reference input torque; Adaptive control; Control systems; Humans; Impedance; Manipulator dynamics; Orbital robotics; Parameter estimation; Programmable control; Service robots; Torque;
Conference_Titel :
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
Print_ISBN :
0-7803-7736-2
DOI :
10.1109/ROBOT.2003.1241736