A Fixed– Camera Controller for Visual Guidance of Mobile Robots via Velocity Fields

R. Kelly, Victor Sanchez, E. Bugarin, Humberto Rodríguez
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引用次数: 5

Abstract

Navigation of mobile robot in the configuration space requires the robot pose measurement for control algorithms implementation. Calibrated fixed cameras may be utilized to such measurements. A promising approach where calibration can be avoided is navigation in the image space. This leads to the concept of direct image based control where absolute measurement of the robot pose in the configuration space is obviated; only information extracted from visual information — and partial camera calibration— is utilized for guidance of the robot. This paper adopt this concept and the application of the velocity field control philosophy to visual guidance of wheeled mobile robots. The main feature of this approach is that the robot task is encoded by means of a specified velocity field in image space.
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一个固定的# 8211;基于速度场的移动机器人视觉导引摄像机控制器
移动机器人在组态空间中的导航需要机器人位姿测量来实现控制算法。校准过的固定摄像机可用于此类测量。在图像空间中导航是一种可以避免校准的有前途的方法。这导致了直接基于图像的控制的概念,其中机器人姿态在构型空间的绝对测量被消除;仅利用从视觉信息中提取的信息和部分摄像机校准信息来引导机器人。本文采用这一概念,并将速度场控制原理应用于轮式移动机器人的视觉引导。该方法的主要特点是利用图像空间中指定的速度场对机器人任务进行编码。
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