3-D Trajectory Optimization for Fixed-Wing UAV-Enabled Wireless Network

被引:7
|
作者
Visintini, Alessandro [1 ]
Perera, Tharindu D. Ponnimbaduge [2 ]
Jayakody, Dushantha Nalin K. [2 ,3 ]
机构
[1] Politecn Milan, Ind Engn, I-20133 Milan, Italy
[2] Natl Res Tomsk Polytech Univ, Sch Comp Sci & Robot, Tomsk 634050, Russia
[3] Sch Engn, Ctr Telecommun Res, Sri Lanka Technol Campus, Padukka 10500, Sri Lanka
来源
IEEE ACCESS | 2021年 / 9卷
关键词
Energy efficiency; sequential convex optimization; trajectory optimization; UAV communication; 5G;
D O I
10.1109/ACCESS.2021.3061163
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Unmanned aerial vehicles (UAVs) is a promising technology for the next-generation communication systems. In this article, a fixed-wing UAV is considered to enhance the connectivity for far-users at the coverage region of an overcrowded base station (BS). In particular, a three dimensions (3D) UAV trajectory is optimized to improve the overall energy efficiency of the communication system by considering the system throughput and the UAV's energy consumption for a given finite time horizon. The solutions for the proposed optimization problem are derived by applying Lagrangian optimization and using an algorithm based on successive convex iteration techniques. Numerical results demonstrate that by optimizing the UAV's trajectory in the 3D space, the proposed system design achieves significantly higher energy efficiency with the gain reaching up to 20 bitsJ(-1) compared to the 14 bitsJ(-1) maximum gain achieved by the 2D space trajectory. Further, results reveal that the proposed algorithm converge earlier in 3D space trajectory compare to the 2D space trajectory.
引用
收藏
页码:35045 / 35056
页数:12
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