DocumentCode
176680
Title
Predictive image based visual servoing of manipulators with multiple constraints
Author
Liu Weipeng ; Chen Haiyong ; Sun Hexu ; Xing Guansheng
Author_Institution
Sch. of Control Sci. & Control Eng., Hebei Univ. of Technol., Tianjin, China
fYear
2014
fDate
May 31 2014-June 2 2014
Firstpage
3702
Lastpage
3707
Abstract
A novel image based visual servoing (IBVS) method under the predictive control frame is proposed in order to solve the visual tracking problem of robot manipulator with multiple constraints. A vision predictive frame is presented by employing the motion model between camera´s velocity and image features. And the design step of vision predictive controller is presented. Then, an effective vision predictive control method with a suitable predictive time horizon is obtained. In simulation, the role of predictive time horizon is analyzed and evaluated, and several simulation results are gained by using the proposed method. Finally, the interesting and satisfactory results are illustrated.
Keywords
cameras; control system synthesis; manipulators; object tracking; predictive control; robot vision; visual servoing; camera velocity; image features; motion model; multiple constraints; predictive image based visual servoing method; predictive time horizon; robot manipulator; vision predictive control frame; vision predictive control method; vision predictive controller design step; visual tracking problem; Cameras; Manipulators; Predictive control; Predictive models; Trajectory; Visualization; Manipulator; Predictive Control; Robot; Visual Servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (2014 CCDC), The 26th Chinese
Conference_Location
Changsha
Print_ISBN
978-1-4799-3707-3
Type
conf
DOI
10.1109/CCDC.2014.6852823
Filename
6852823
Link To Document