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
fDate :
May 31 2014-June 2 2014
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;
Conference_Titel :
Control and Decision Conference (2014 CCDC), The 26th Chinese
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-3707-3
DOI :
10.1109/CCDC.2014.6852823