DocumentCode
662812
Title
Programming by demonstration by optical tracking system for dual arm robot
Author
Jing-Guo Ge
Author_Institution
Robot. R&D, ABB Eng. (Shanghai) Ltd., Shanghai, China
fYear
2013
fDate
24-26 Oct. 2013
Firstpage
1
Lastpage
7
Abstract
In this paper, a PbD (Programming by Demonstration) experiment platform is setup based on a dual arm robot and an motion tracking system. A PbD method based on optical tracking system is implemented and tested on this platform. This method uses motion tracking sensor to capture operator arms motion and then let robot to imitate operator arm motion. At the same time, robot motion is logged, optimized and the robot program is generated automatically by a computing device or the robot controller itself. It can speed up robot programming and reduce the learning difficulty of robot programming greatly by just demonstrating action sequences to robot, and furthermore, it can save investment for dual arm robot or multi robot programming by reducing tailored fixtures. It is very easy to use for a process expert who knows a little about robot. The advantage of this method is that it can program more than one robot at the same time and can reduce robot programming difficulty. This method especially fits for dual arm robot and multi robot cooperation programming, but it also can be used for single arm robot. Experiment result shows that robot can follow operator´s motion accurately and the time delay is acceptable for some application such as teaching, so it´s feasible to apply PbD method on industrial robot.
Keywords
control engineering computing; delay systems; learning (artificial intelligence); manipulators; motion control; multi-robot systems; robot programming; teaching; PbD experiment platform; PbD method; action sequences; computing device; dual arm robot; industrial robot; learning difficulty; motion tracking sensor; motion tracking system; multirobot cooperation programming; multirobot programming; operator arms motion; optical tracking system; programming by demonstration; robot controller; robot motion; single arm robot; tailored fixtures; teaching; time delay; Integrated optics; Optical sensors; Optical switches; Robot sensing systems; Service robots; Tracking; Dual Arm Robot; Optical Tracking System; Programming by Demonstration;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics (ISR), 2013 44th International Symposium on
Conference_Location
Seoul
Type
conf
DOI
10.1109/ISR.2013.6695708
Filename
6695708
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