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A Hybrid Switched Reactive-Based Visual Servo Control of 5-DOF Robot Manipulators for Pick-and-Place Tasks
被引:39
|作者:
Tsai, Chi-Yi
[1
]
Wong, Ching-Chang
[1
]
Yu, Chia-Jun
[1
]
Liu, Chih-Cheng
[1
]
Liu, Tsung-Yen
[1
]
机构:
[1] Tamkang Univ, Dept Elect Engn, Taipei 25137, Taiwan
来源:
IEEE SYSTEMS JOURNAL
|
2015年
/
9卷
/
01期
关键词:
Hardware-aware reactive function;
pick-and-place manipulation;
reactive-based control;
robot manipulator;
visual servo control;
D O I:
10.1109/JSYST.2014.2358876
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
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.
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页码:119 / 130
页数:12
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