DocumentCode :
250802
Title :
Design of kinematic controller for real-time vision guided robot manipulators
Author :
Cong Wang ; Chung-Yen Lin ; Tomizuka, Masayoshi
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, Berkeley, CA, USA
fYear :
2014
fDate :
May 31 2014-June 7 2014
Firstpage :
4141
Lastpage :
4146
Abstract :
This paper discusses the control strategies for robot manipulators to track moving targets based on realtime vision guidance. The work is motivated by some new demands of vision guided robot manipulators in which the workpieces being manipulated are in complex motion and the widely adopted look-then-move control strategy cannot give satisfactory performance. In order to serve industrial applications, the limited sensing and actuation capabilities have to be considered properly. In our work, a cascade control structure is introduced. The sensor and actuator limits are dealt with by consecutive modules in the controller respectively. In particular, the kinematic visual servoing (KVS) module is discussed in detail. It is a kinematic controller that generates reference trajectory in real-time. Sliding control is used to give a basic Jacobian-based design. Constrained optimal control is applied to address the actuator limits. validation is conducted through simulation and experiment.
Keywords :
cascade control; control system synthesis; manipulator kinematics; optimal control; robot vision; target tracking; variable structure systems; visual servoing; Jacobian-based design; KVS module; actuator limits; cascade control structure; constrained optimal control; kinematic controller design; kinematic visual servoing module; look-then-move control strategy; moving target tracking; real-time vision guidance; real-time vision guided robot manipulators; sensor limits; sliding control; Jacobian matrices; Kinematics; Robot kinematics; Robot sensing systems; Torque; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
Type :
conf
DOI :
10.1109/ICRA.2014.6907461
Filename :
6907461
Link To Document :
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