当机器人技术遇上无线通信:入门教程

IF 23.2 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Proceedings of the IEEE Pub Date : 2024-02-01 DOI:10.1109/JPROC.2024.3380373
Daniel Bonilla Licea;Mounir Ghogho;Martin Saska
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引用次数: 0

摘要

地面移动机器人(MRs)和无人飞行器(UAVs)在研究界、工业界和社会中的重要性正在快速增长。如今,许多此类代理都配备了通信系统,在某些情况下,通信系统对于成功完成某些任务至关重要。在这种情况下,我们开始见证机器人技术与通信交叉学科新研究领域的发展。将无人机整合到 5G 和 6G 通信网络中的意图推动了这一研究领域的发展,毫无疑问,在不久的将来,这一研究领域将带来许多重要的应用。然而,这一研究领域发展的主要障碍之一是,大多数研究人员在解决这些问题时,过度简化了机器人或通信方面的问题。这种做法妨碍了充分发挥这一新的跨学科研究领域的潜力。在本教程中,我们将介绍一些必要的建模工具,以便从跨学科的角度解决涉及机器人和通信的问题。作为此类问题的一个示例,我们将在本教程中重点讨论通信感知轨迹规划问题。
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When Robotics Meets Wireless Communications: An Introductory Tutorial
The importance of ground mobile robots (MRs) and unmanned aerial vehicles (UAVs) within the research community, industry, and society is growing fast. Nowadays, many of these agents are equipped with communication systems that are, in some cases, essential to successfully achieve certain tasks. In this context, we have begun to witness the development of a new interdisciplinary research field at the intersection of robotics and communications. This research field has been boosted by the intention of integrating UAVs within the 5G and 6G communication networks and will undoubtedly lead to many important applications in the near future. Nevertheless, one of the main obstacles to the development of this research area is that most researchers address these problems by oversimplifying either the robotics or the communications aspects. Doing so impedes the ability to reach the full potential of this new interdisciplinary research area. In this tutorial, we present some of the modeling tools necessary to address problems involving both robotics and communication from an interdisciplinary perspective. As an illustrative example of such problems, we focus on the issue of communication-aware trajectory planning in this tutorial.
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来源期刊
Proceedings of the IEEE
Proceedings of the IEEE 工程技术-工程:电子与电气
CiteScore
46.40
自引率
1.00%
发文量
160
审稿时长
3-8 weeks
期刊介绍: Proceedings of the IEEE is the leading journal to provide in-depth review, survey, and tutorial coverage of the technical developments in electronics, electrical and computer engineering, and computer science. Consistently ranked as one of the top journals by Impact Factor, Article Influence Score and more, the journal serves as a trusted resource for engineers around the world.
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