4.7 Article

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

Journal

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS
Volume 24, Issue 3, Pages 1304-1335

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/COMST.2022.3171135

Keywords

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

Funding

  1. European Research Council (ERC) [694974]
  2. MINECO's Project [RTI2018-101040]
  3. Junior Leader Fellowship Program from la Caixa Banking Foundation
  4. Ayuda Ramon y Cajal
  5. ICREA Academia Program
  6. FNR 5G-SKY Project [13713801]
  7. NSF [1302336, 1564142, 1547332, 1824434]
  8. National Institute of Standards and Technology (NIST)
  9. Semiconductor Research Corporation (SRC)
  10. industrial affiliates of NYU Wireless
  11. European Commission [871464, 101017011]
  12. SMC Funding Program through the Micro5G Project

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This tutorial article explores the future of UAV cellular communications by discussing the development from 5G to 6G. It provides an overview of the current status and industrial updates, including new 5G NR features for aerial devices. The article analyzes the potential and limitations of these features, showcasing the successful application of sub-6GHz massive MIMO and mmWave coverage evaluations. It also predicts the use cases for next-generation UAV communications in the 2030s and identifies the most promising 6G enablers for UAV communication.
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.

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