论文标题

与无人机:从传感和智能的5G和Be-Beyond网络的全面概述

A Comprehensive Overview on 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence

论文作者

Wu, Qingqing, Xu, Jie, Zeng, Yong, Ng, Derrick Wing Kwan, Al-Dhahir, Naofal, Schober, Robert, Swindlehurst, A. Lee

论文摘要

由于蜂窝技术的进步以及蜂窝基础设施的密集部署,将无人机(UAV)整合到第五代(5G)(5G)和蜂窝网络之外,是实现安全的无人机操作的有前途的解决方案,以及使多元化的应用程序与特定特定的有效性载荷数据交付。特别是,5G网络需要支持三个典型的用法方案,即增强的移动宽带(EMBB),超可靠的低延迟通信(URLLC)和大规模的机器型通信(MMTC)。一方面,可以将无人机作为具有成本效益的空中平台来利用,以通过在三维(3D)空间中利用其高巡航高度和可控制的可控性来为地面用户提供增强的通信服务。另一方面,由于需要无处不在的3D信号覆盖范围以及强大的空中网络干扰,因此为无人机和地面用户同时提供此类通信服务。除了需要高性能无线通信的要求之外,支持有效,有效的感应以及网络智能的能力对于5G和Be-Beyond 3D异质无线网络也至关重要。在本文中,我们提供了有关将无人机集成到蜂窝网络的最新研究工作的全面概述,重点是如何利用先进技术(例如,智能反射表面,短数据包传输,能量收获,关节通信和雷达传感和边缘感应以及边缘智能)以满足下一代无电的服务的多样化服务要求。此外,我们重点介绍了未来工作进一步调查的重要方向。

Due to the advancements in cellular technologies and the dense deployment of cellular infrastructure, integrating unmanned aerial vehicles (UAVs) into the fifth-generation (5G) and beyond cellular networks is a promising solution to achieve safe UAV operation as well as enabling diversified applications with mission-specific payload data delivery. In particular, 5G networks need to support three typical usage scenarios, namely, enhanced mobile broadband (eMBB), ultra-reliable low-latency communications (URLLC), and massive machine-type communications (mMTC). On the one hand, UAVs can be leveraged as cost-effective aerial platforms to provide ground users with enhanced communication services by exploiting their high cruising altitude and controllable maneuverability in three-dimensional (3D) space. On the other hand, providing such communication services simultaneously for both UAV and ground users poses new challenges due to the need for ubiquitous 3D signal coverage as well as the strong air-ground network interference. Besides the requirement of high-performance wireless communications, the ability to support effective and efficient sensing as well as network intelligence is also essential for 5G-and-beyond 3D heterogeneous wireless networks with coexisting aerial and ground users. In this paper, we provide a comprehensive overview of the latest research efforts on integrating UAVs into cellular networks, with an emphasis on how to exploit advanced techniques (e.g., intelligent reflecting surface, short packet transmission, energy harvesting, joint communication and radar sensing, and edge intelligence) to meet the diversified service requirements of next-generation wireless systems. Moreover, we highlight important directions for further investigation in future work.

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