基于视觉伺服控制器的2自由度球面并联机器人球跟踪

Milad Eyvazi Hesar, M. T. Masouleh, A. Kalhor, M. Menhaj, Navid Kashi
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引用次数: 11

摘要

本文提出了一种基于图像的二自由度球面并联机器人控制体系结构。在末端执行器上安装了一个带有数字输出的摄像机,以跟踪移动的球,使其达到用户在开发的GUI中设置的给定颜色。将常用的图像处理方法应用于手眼视觉机制得到的帧。这些方法用于在图像平面(屏幕)中过滤掉物体图像中的背景颜色和噪声。利用中值滤波和高斯滤波对目标图像进行平滑处理,精确计算目标在屏幕中的质心。设计了PID控制器和滑模控制器来控制执行器,使屏幕中心的视线和物体图像的质心保持固定。在视觉伺服体系结构上实现了控制算法的实现、测试和验证。最后,对基于图像的PID控制器与滑模控制器进行了比较,并对其性能进行了充分的讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ball tracking with a 2-DOF spherical parallel robot based on visual servoing controllers
In this paper, an image based control architecture is developed f o r a 2-degree-of-freedom (DOF) spherical parallel robot. A camera, with digital output, is installed on the end-effector to follow the moving ball f o r a given color which is set by the user in the developed GUI. Some common image processing methods are applied on the obtained frames coming from eye-in-hand visual mechanism. These methods are used to filter out the background colors and noises from the image of the object in the image plane (screen). Smoothing the image of the object by using Median and Gaussian filter are used to precisely compute the centroid of the object in the screen. A PID and a sliding mode controller are introduced and designed to command actuators in such a way that the line of sight of the center of screen and the centroid of the image of the object are kept fixed. Implementation, testing and validation of the control algorithms are realized on the visual servoing architecture. Eventually, a comparison between the image based PID controller and the sliding mode controller is conducted and performances are fully discussed.
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