A review on positioning techniques of mobile robots

Jakub Semborski, Adam Idzkowski
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Abstract

In this article, we have reviewed the available positioning, localization and navigation techniques for mobile robots. Different localization techniques based on diverse technologies are compared with one another, along with diverse algorithms and techniques for analyzing this information. The article highlights algorithms based on odometry, triangulation, visual analysis, and marker detection. The analysis included global, local, and personal location. One acquires knowledge on which method is suitable for indoor use and which for outdoor use, as well as the appropriate environmental conditions for each. The accuracy of the individual methods was compared with that of integrated systems consisting of several methods. For practical knowledge, it is possible to determine whether a particular method is cost-effective for a particular solution and to compare the expenses involved.
移动机器人定位技术综述
在本文中,我们回顾了现有的移动机器人定位、定向和导航技术。文章比较了基于不同技术的不同定位技术,以及分析这些信息的不同算法和技术。文章重点介绍了基于里程测量、三角测量、视觉分析和标记检测的算法。分析包括全球、本地和个人位置。人们可以了解到哪种方法适合在室内使用,哪种方法适合在室外使用,以及每种方法适合的环境条件。将单个方法的准确性与由多种方法组成的集成系统的准确性进行了比较。在实际知识方面,可以确定特定的方法对于特定的解决方案是否具有成本效益,并对所涉及的费用进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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