共享三维占位网格图,支持多无人机合作导航系统

IF 4.2 2区 计算机科学 Q2 ROBOTICS
Maik Basso, Antonio S. da Silva, Diego Alvim Stocchero, Edison P. de Freitas
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引用次数: 0

摘要

由于移动机器人技术的最新进展,涉及多个机器人的应用已成为该领域的研究重点。机器人之间的通信和数据交换是这些系统的基本特征。在此背景下,本作品介绍了一个应用程序的构思和实施,该应用程序用于在由多个无人驾驶飞行器(UAV)组成的网络中共享本地三维占位网格图。该系统基于压缩、序列化、打包以及地图更新时的数据传输。模拟结果表明,该应用可以显著减少地图数据的大小,并在合作系统的所有成员之间有效共享。此外,可扩展性测试表明,该系统可随着无人机数量的增加而扩展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sharing three-dimensional occupancy grid maps to support multi-UAVs cooperative navigation systems

Due to recent advances in mobile robotics, applications involving multiple robots have become the focus of research in this area. Communication and data exchange among robots are essential features of these systems. In this context, this work presents the conception and the implementation of an application used to share local three-dimensional occupancy grid maps in a network composed of multiple unmanned aerial vehicles (UAVs). This system is based on compression, serialization, packaging, and data transmission whenever the maps receive updates. The simulations demonstrate that the application can significantly reduce the map data size and efficiently share it among all members of the cooperative system. Moreover, a scalability test demonstrates that the system is scalable with a growing number of UAVs.

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来源期刊
Journal of Field Robotics
Journal of Field Robotics 工程技术-机器人学
CiteScore
15.00
自引率
3.60%
发文量
80
审稿时长
6 months
期刊介绍: The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments. The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.
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