Title :
Predictive control for robot arm teleoperation
Author :
YuKang Liu ; YuMing Zhang ; Bo Fu ; Ruigang Yang
Author_Institution :
Dept. of Electr. Eng., Univ. of Kentucky, Lexington, KY, USA
Abstract :
This paper presents a robotic welding teleoperation system that can learn the skilled welder´s behavior and transfer human intelligence into welding robots. In this system a 6-DOF robot arm is equipped with a compact 3D weld pool sensing system. The motion of the human welder movement is tracked accurately by the Leap sensor. A predictive control algorithm is proposed to control the speed of the robot arm movement. Tracking experiments are conducted to track pre-set movement with varying speed and human hand movement. It is found that the robot with the proposed speed control algorithm is able to track human hand movement with acceptable accuracy. A foundation is thus established to realize welding teleoperation and transfer human intelligence to the welding robot.
Keywords :
dexterous manipulators; industrial manipulators; intelligent robots; predictive control; robotic welding; telerobotics; velocity control; 3D weld pool sensing system; 6-DOF robot arm teleoperation; human intelligence; human welder hand movement motion tracking; leap sensor; predictive control algorithm; robot arm movement; robotic welding teleoperation system; skilled welder behavior; speed control algorithm; Predictive control; Robot kinematics; Robot sensing systems; Service robots; Tracking; Welding; 3D; Motion tracking; Predictive control; Robot Arm; Teleoperation;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6699723