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