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A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems

计算机科学 无人机 钥匙(锁) 灵活性(工程) 基站 无线 无线网络 蜂窝网络 计算机网络 高效能源利用 软件部署 随机几何学 开放式研究 分布式计算 电信 工程类 计算机安全 生物 统计 操作系统 电气工程 万维网 遗传学 数学
作者
Mohammad Mozaffari,Walid Saad,Mehdi Bennis,Young‐Han Nam,Mérouane Debbah
出处
期刊:IEEE Communications Surveys and Tutorials [Institute of Electrical and Electronics Engineers]
卷期号:21 (3): 2334-2360 被引量:2422
标识
DOI:10.1109/comst.2019.2902862
摘要

The use of flying platforms such as unmanned aerial vehicles (UAVs), popularly known as drones, is rapidly growing. In particular, with their inherent attributes such as mobility, flexibility, and adaptive altitude, UAVs admit several key potential applications in wireless systems. On the one hand, UAVs can be used as aerial base stations to enhance coverage, capacity, reliability, and energy efficiency of wireless networks. On the other hand, UAVs can operate as flying mobile terminals within a cellular network. Such cellular-connected UAVs can enable several applications ranging from real-time video streaming to item delivery. In this paper, a comprehensive tutorial on the potential benefits and applications of UAVs in wireless communications is presented. Moreover, the important challenges and the fundamental tradeoffs in UAV-enabled wireless networks are thoroughly investigated. In particular, the key UAV challenges such as 3D deployment, performance analysis, channel modeling, and energy efficiency are explored along with representative results. Then, open problems and potential research directions pertaining to UAV communications are introduced. Finally, various analytical frameworks and mathematical tools, such as optimization theory, machine learning, stochastic geometry, transport theory, and game theory are described. The use of such tools for addressing unique UAV problems is also presented. In a nutshell, this tutorial provides key guidelines on how to analyze, optimize, and design UAV-based wireless communication systems.
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