What Will the Future of UAV Cellular Communications Be? A Flight From 5G to 6G

被引:136
|
作者
Geraci, Giovanni [1 ]
Garcia-Rodriguez, Adrian [2 ,3 ]
Azari, M. Mahdi [4 ]
Lozano, Angel [1 ]
Mezzavilla, Marco [5 ]
Chatzinotas, Symeon [4 ]
Chen, Yun [6 ]
Rangan, Sundeep [5 ]
Di Renzo, Marco [7 ]
机构
[1] Univ Pompeu Fabra, Dept Informat & Commun Technol, Barcelona 08018, Spain
[2] Huawei Technol, Math & Algorithm Sci Lab, F-92100 Boulogne Billancourt, France
[3] Ericsson R&D, Grp Funct Technol AI Res & Syst, F-91300 Massy, France
[4] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, L-1855 Luxembourg, Luxembourg
[5] NYU, NYU Wireless, Tandon Sch Engn, Brooklyn, NY 11201 USA
[6] North Carolina State Univ, Wireless Sensing & Commun Lab, Raleigh, NC 27606 USA
[7] Univ Paris Saclay, CNRS, Cent Supelec, Lab Signaux & Syst, F-91192 Gif Sur Yvette, France
来源
基金
欧洲研究理事会;
关键词
Autonomous aerial vehicles; 5G mobile communication; 6G mobile communication; Artificial intelligence; Tutorials; Reliability; Massive MIMO; UAV; drones; cellular communications; mobile networks; massive MIMO; mmWave; UAV-to-UAV; non-terrestrial networks; cell-free; artificial intelligence; reconfigurable intelligent surfaces; THz communications; 3GPP; 5G; 6G; FREE MASSIVE MIMO; TO-DEVICE COMMUNICATION; RECONFIGURABLE INTELLIGENT SURFACES; FRACTIONAL POWER-CONTROL; NEURAL-NETWORK APPROACH; WIRELESS NETWORKS; CIVIL APPLICATIONS; WAVE-PROPAGATION; AERIAL VEHICLES; CHALLENGES;
D O I
10.1109/COMST.2022.3171135
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
What will the future of UAV cellular communications be? In this tutorial article, we address such a compelling yet difficult question by embarking on a journey from 5G to 6G and expounding a large number of case studies supported by original results. We start by overviewing the status quo on UAV communications from an industrial standpoint, providing fresh updates from the 3GPP and detailing new 5G NR features in support of aerial devices. We then dissect the potential and the limitations of such features. In particular, we demonstrate how sub-6GHz massive MIMO can successfully tackle cell selection and interference challenges, we showcase encouraging mmWave coverage evaluations in both urban and suburban/rural settings, and we examine the peculiarities of direct device-to-device communications in the sky. Moving on, we sneak a peek at next-generation UAV communications, listing some of the use cases envisioned for the 2030s. We identify the most promising 6G enablers for UAV communication, those expected to take the performance and reliability to the next level. For each of these disruptive new paradigms (non-terrestrial networks, cell-free architectures, artificial intelligence, reconfigurable intelligent surfaces, and THz communications), we gauge the prospective benefits for UAVs and discuss the main technological hurdles that stand in the way. All along, we distil our numerous findings into essential takeaways, and we identify key open problems worthy of further study.
引用
收藏
页码:1304 / 1335
页数:32
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