DocumentCode :
104525
Title :
A Hybrid Switched Reactive-Based Visual Servo Control of 5-DOF Robot Manipulators for Pick-and-Place Tasks
Author :
Chi-Yi Tsai ; Ching-Chang Wong ; Chia-Jun Yu ; Chih-Cheng Liu ; Tsung-Yen Liu
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Taipei, Taiwan
Volume :
9
Issue :
1
fYear :
2015
fDate :
Mar-15
Firstpage :
119
Lastpage :
130
Abstract :
This paper addresses the problem of visual servo control for a five-degree-of-freedom robot manipulator to perform pick-and-place tasks. A new hybrid switched reactive-based visual servo control structure, inspired from a sensing-and-reaction behavior without the inverse interaction matrix computing, is proposed to handle this problem efficiently. The proposed structure is similar to the logic-based approaches, but the requirements of the fuzzy modeling and/or the fuzzy-rule base learning are omitted. To achieve this, a novel hardware-aware reactive function approach is presented to directly map an image position error vector to a desired end-effector velocity vector under the consideration of hardware limitations. This approach helps to simplify the implementation of visual servo systems with improved reliability. Moreover, the proposed control system is a hybrid switching controller consisting of both image-based and position-based reactive planning schemes, which allows improving the robustness and effectiveness of the visual servo system. Experimental results validate the performance of the proposed visual servo control method in a realistic scenario setting.
Keywords :
end effectors; industrial manipulators; materials handling; matrix algebra; path planning; robot vision; visual servoing; end-effector velocity vector; five-degree-of-freedom robot manipulator; fuzzy modeling; fuzzy-rule base learning; hardware-aware reactive function approach; hybrid switched reactive-based visual servo control structure; hybrid switching controller; image position error vector; image-based reactive planning scheme; inverse interaction matrix computing; logic-based approach; pick-and-place task; position-based reactive planning scheme; sensing-and-reaction behavior; Cameras; Joints; Manipulators; Robot sensing systems; Servosystems; Visualization; Hardware-aware reactive function; pick-and-place manipulation; reactive-based control; robot manipulator; visual servo control;
fLanguage :
English
Journal_Title :
Systems Journal, IEEE
Publisher :
ieee
ISSN :
1932-8184
Type :
jour
DOI :
10.1109/JSYST.2014.2358876
Filename :
6920015
Link To Document :
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