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A UAV-Mounted Free Space Optical Communication: Trajectory Optimization for Flight Time

Authors
Lee, Ju-HyungPark, Ki-HongKo, Young-ChaiAlouini, Mohamed-Slim
Issue Date
3월-2020
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Wireless communication; Trajectory; Unmanned aerial vehicles; Optimization; Facebook; Energy consumption; Atmospheric modeling; Free space optical communication (FSOC); wireless communications with an unmanned aerial vehicle (UAV); UAV-mounted FSOC; flight time maximization; trajectory design
Citation
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.19, no.3, pp.1610 - 1621
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
Volume
19
Number
3
Start Page
1610
End Page
1621
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/57382
DOI
10.1109/TWC.2019.2955475
ISSN
1536-1276
Abstract
In this work, we address the trajectory optimization of a fixed-wing unmanned aerial vehicle (UAV) using free space optical communication (FSOC). Here, we focus on maximizing the flight time of the UAV by considering practical constraints for wireless UAV communication, including limited propulsion energy and required data rates. We find optimized trajectories in various atmospheric environments (e.g., moderate-fog and heavy-fog conditions), while also considering the channel characteristics of FSOC. In addition to maximizing the flight time, we consider the energy efficiency maximization and operation-time minimization problem to find the suboptimal solutions required to meet those constraints. Furthermore, we introduce a low-complexity approach to the proposed framework. In order to address the optimization problem, we conduct a bisection method and sequential programming and introduce a new feasibility check algorithm. Although our design considers suboptimal solutions owing to the nonconvexity of the problems, our simulations indicate that the proposed scheme exhibits a gain of approximately 44.12% in terms of service time when compared to the conventional scheme.
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