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Vision-based adaptive control of a 3-RRR parallel positioning system 被引量:5

Vision-based adaptive control of a 3-RRR parallel positioning system
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摘要 The macro positioning stage with high-precision and rapid positioning ability plays a crucial role in the macro-micro combination positioning system. In this paper, we develop a practical method for the control of a 3-RRR planar positioning system using online vision measurement as feedback. In this method, a monocular vision system is established to accomplish highprecision online pose measurement for the 3-RRR manipulator. Additionally, a robust and operable adaptive control algorithm,which incorporates a fuzzy controller and a PI controller, is employed to achieve precise and rapid positioning of the 3-RRR positioning system. A series of experiments are conducted to verify the positioning performances of the proposed method, and a conventional PI control algorithm is utilized for comparison. The experimental results indicate that using the proposed control approach, the parallel positioning system obtains high precision and shows higher efficiency and robustness, especially for the time-varying positioning system.
出处 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2018年第8期1253-1264,共12页 中国科学(技术科学英文版)
基金 supported by the National Natural Science Foundation of China(Grant Nos.U1501247&U1609206) the Science and Technology Research Projects of Guangdong Province(Grant No.2015090330001) the Natural Science Foundation of Guangdong Province(Grant Nos.S2013030013355&2016A030310408)
关键词 adaptive positioning control 3-RRR planar parallel manipulator machine vision-aided system full-closed loop control 视觉系统 视觉测量 适应控制 平行 模糊控制器 控制算法 控制途径 操纵者
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