基于光流的双链卫星跟踪器机械手位置控制

S. M. Haris, M. K. Zakaria, N. Nikabdullah
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引用次数: 0

摘要

本文的目标是实现基于光流方法的视觉伺服控制,以移动机器人机械臂末端执行器,为空间卫星提供在轨服务。视觉伺服系统由安装在末端执行器上的单个单目摄像机组成,用于机器人对卫星的自主定位。首先,利用Lucas-Kanade方法从摄像机采集的图像序列中提取光流场;在所述图像帧中所述目标位置对应的像素坐标被标记并注册到系统中。然后将标记的像素坐标转换为机器人机械手工作空间坐标。然后用这些坐标来计算机械手关节角度。利用摄像机在闭环控制中发送视觉反馈信息,重复任务直到到达目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Position control of a two-link satellite tracker manipulator using optical flow
In this work, the objective was to implement visual servo control based on the optical flow method to move a robotic manipulator end-effector in order to provide on-orbit servicing of space satellites. The visual servo system is made up of a single monocular camera mounted on the end-effector, and is to be used by the robot for autonomous location of the satellite. Firstly, using the pyramidal Lucas-Kanade method, optical flow field is extracted from image sequences captured by the camera. The pixel coordinates corresponding to the targeted location in the image frame is marked and registered into the system. The marked pixel coordinates is then converted into the robotic manipulator workspace coordinates. These coordinates are then used to compute the manipulator joint angles. Using the camera to send visual feedback information in closed loop control, the task is repeated until the target is reached.
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