基于四元数公式的真实机器人图像视觉伺服

T. Koenig, Yuanquiang Dong, G. DeSouza
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引用次数: 3

摘要

本文给出了实际工业机器人视觉伺服系统的研究结果。与文献中其他视觉伺服系统相比,本文提出的系统来源于[4],使用四元数表示旋转,而不是更常见的矩阵表示。通过这样做,所提出的系统避免了由旋转矩阵表示引入的潜在奇异性。在模拟环境中进行详尽测试后,我们的控制器应用于川崎UX150。在模拟的情况下,相机的运动和图像处理是使用Matlab-Simulink执行的,这使我们能够测试控制器,而不管相机移动的机制和该运动所需的底层控制器。在真实机器人的情况下,控制器最初使用日本川崎提供的另一个仿真程序进行测试,后来使用真正的川崎机器人进行测试。本文给出了上述三种情况的测试设置和结果,但要了解更多模拟细节,建议读者查阅[8]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image-based Visual Servoing of a Real Robot Using a Quaternion Formulation
In this paper we present the results from our visual servoing system for a real industrial robot. In contrast to other visual servoing system in the literature, the one presented here, which was derived from [4], uses a quaternion representation of the rotation instead of the more common matrix representation. By doing so, the proposed system avoids potential singularities introduced by the rotational matrix representation. After performing exhaustive tests in a simulated environment, our controller was applied to a Kawasaki UX150. In the case of simulation, the movement of the camera and the image processing were performed using Matlab-Simulink, which allowed us to test the controller regardless of the mechanism in which the camera was moved and the underlying controller that was needed for this movement. In the case of the real robot, the controller was tested initially using another simulation program provided by Kawasaki Japan and later with the real Kawasaki robot. The setup for testing and the results for all three cases above are presented here, but for more details on the simulations, the reader is encouraged to check [8].
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