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首页> 外文期刊>International journal of computational vision and robotics >Controlling the position of jointed arm robot using image processing for pick and place operations
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Controlling the position of jointed arm robot using image processing for pick and place operations

机译:使用图像处理进行拾取和放置操作来控制关节手臂机器人的位置

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摘要

This paper shows a glimpse of an innovative application of image processing in advanced robots, which are capable of making their own decisions in order to be truly autonomous in dynamic environments. In this work, a new algorithm is developed to control jointed arm robot for pick and place operations using image processing. A simple web camera is used to control the shoulder arm within the work volume by taking the images of two reference points on the shoulder arm and object as third reference point. Computer process the images and determine the centre distances between the shoulder arm reference points and the object. Based on difference in the centre distances, the computer will actuate the shoulder arm towards the object until the difference becomes zero. The upper and fore arms are actuated using reverse kinematics. The algorithm is evaluated in simple computer controlled jointed arm robot for pick and place operations. The complete details regarding construction of the robot and algorithm for controlling through image processing are presented in this paper.
机译:本文展示了图像处理技术在高级机器人中的创新应用,这些机器人能够做出自己的决定,以便在动态环境中实现真正的自治。在这项工作中,开发了一种新的算法来控制关节臂机器人使用图像处理进行拾取和放置操作。一个简单的网络摄像头通过将肩手臂和物体上的两个参考点的图像作为第三参考点,来控制工作空间内的肩手臂。计算机处理图像并确定肩臂参考点与对象之间的中心距离。根据中心距离的差异,计算机将使肩臂朝着对象方向致动,直到差异变为零为止。上臂和前臂使用反向运动学来致动。在简单的计算机控制关节臂机器人中对算法进行评估,以进行拾取和放置操作。本文介绍了有关机器人构造和通过图像处理进行控制的算法的完整细节。

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