DocumentCode
666284
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
fYear
2013
fDate
10-13 Nov. 2013
Firstpage
3693
Lastpage
3698
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location
Vienna
ISSN
1553-572X
Type
conf
DOI
10.1109/IECON.2013.6699723
Filename
6699723
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