圆形对称物体的自适应视觉伺服方法研究

IF 0.8 Q4 ROBOTICS
Tingting Wang, Yunlong Zhao, Kui Li, Yanyun Bi
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引用次数: 0

摘要

圆对称靶广泛应用于工业;因此,如何准确地识别、定位和抓取圆对称结构是工业机器人领域的一个重要问题。本文针对圆对称目标提出了一种更为通用的视觉伺服方案,该方案不仅弥补了椭圆特征只能控制机械手五自由度的局限性,而且解决了在接近目标位姿时像矩特征收敛缓慢的问题。进一步提出了一种结合椭圆特征和像矩特征的自适应线性控制器,实现了机械手六自由度的快速收敛。实验结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on adaptive visual servo method for circular symmetrical objects

Circularly symmetric targets are widely used in industry; therefore, how to identify, locate, and grasp circularly symmetrical structures accurately is an important issue in the field of industrial robots. This paper proposed a more general visual servoing solution for circularly symmetric targets, and the proposed visual servoing scheme not only compensates for the limitation that ellipse features can only control 5-DOF (degrees of freedom) of the manipulator, but also solves the problem of slow convergence of image moment features when approaching the desired pose. An adaptive linear controller that combines ellipse features and image moment features is further proposed, thus achieving rapid convergence of the six degrees of freedom of the manipulator. Experimental results verify the effectiveness of the proposed method.

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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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