Image-based visual feedback control of a dual-arm robot

Y.T. Kim, S. Fan, S.H. Han, H. Go
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引用次数: 6

Abstract

In this paper, the authors present a new approach to visual feedback control using image-based visual servoing with stereo vision. In order to control the position and orientation of a robot with respect to an object, a new technique is proposed using a binocular stereo vision. The stereo vision enables one to calculate an exact image Jacobian not only at around a desired location, but also at the other locations. The suggested technique can guide a robot manipulator to the desired location without giving such priori knowledge as the relative distance to the desired location or the model of an object, even if the initial positioning error is large. This paper describes a model of stereo vision and how to generate feedback commands. The performance of the proposed visual servoing system is illustrated by the simulation and experimental results and compared with the case of conventional method for an assembling robot.
基于图像的双臂机器人视觉反馈控制
本文提出了一种基于立体视觉的基于图像的视觉伺服视觉反馈控制方法。为了控制机器人相对于物体的位置和方向,提出了一种利用双目立体视觉的新技术。立体视觉使人们能够计算精确的图像雅可比矩阵,不仅在期望的位置周围,而且在其他位置。该方法可以在初始定位误差较大的情况下,不需要先验地知道机器人到目标位置的相对距离或物体的模型,就能将机器人引导到目标位置。本文描述了一个立体视觉模型以及如何生成反馈命令。仿真和实验结果验证了所提视觉伺服系统的性能,并与装配机器人的传统方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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