Title :
Robot perception of environment impedance
Author :
Kikuuwe, Ryo ; Yoshikawa, Tsuneo
Author_Institution :
Dept. of Mech. Eng., Kyoto Univ., Japan
Abstract :
Proposes an identification technique of constraint condition that the environment imposes on the robot´s end-effector, based on position and force sensing during arbitrary manipulation. In the proposed method, the impedance that constrains the motion of the end-effector is estimated on-line; the uncertainties of the estimates are evaluated; and discontinuous changes of the impedance are detected. This method can be installed on robots as human-like perception of impedance, and can be used for monitoring human demonstration. Results of preliminary experiments are presented.
Keywords :
force sensors; least squares approximations; manipulators; parameter estimation; constraint condition; discontinuous changes; end-effector; environment impedance; environment property estimation; force sensing; human demonstration; human-like perception; position sensing; robot perception; Force sensors; Haptic interfaces; Humanoid robots; Humans; Impedance; Intelligent robots; Motion detection; Motion estimation; Robot sensing systems; Uncertainty;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1014781