使用网络摄像头数据对移动机器人进行实时定位

L. Amouri, M. Jallouli, N. Derbel
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引用次数: 0

摘要

定位是移动机器人导航的重要功能之一。以往的位置估计方法大多是利用安装在移动机器人上的内部传感器获得的信息,应用各种定位方案,或者通过识别附着在环境上的人工地标来计算移动机器人当前的位置和方向。他们提出了一些缺点。为了避免这些不便,提出了一种新的定位方法,即在室内环境中利用固定在天花板上的外置摄像头实时计算移动机器人的绝对位置。此外,这种方法提供了一个使用网络摄像头的低成本解决方案。通过实验验证了所提定位算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time localisation of a mobile robot using Webcam data
Localization is one of the most important functions for the mobile robot navigation. Most of previous position estimation methods calculate current position and orientation of mobile robot by applying various localization schemes with the information obtained from internal sensors which are set on the mobile robot, or by recognizing an artificial landmark attached on the environment. Several drawbacks about them have been brought up. To avoid these inconvenient, a new localization method that calculate in real time the absolute position of the mobile robot by using external camera fixed on the ceiling in the indoor environment is proposed. Besides, this approach provide a low expensive solution using a Webcam. The effectiveness of the proposed localization algorithm is demonstrated through the experiments.
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