A Method for Optimized Deployment of Unmanned Aerial Vehicles for Maximum Coverage and Minimum Interference in Cellular Networks

被引:64
作者
Huang, Hailong [1 ]
Savkin, Andrey, V [1 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
基金
澳大利亚研究理事会;
关键词
Blanket coverage; cellular networks; coverage control; distributed optimization algorithms; proactive deployment; unmanned aerial vehicles (UAVs);
D O I
10.1109/TII.2018.2875041
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We focus on the problem of deploying unmanned aerial vehicles to service mobile users in a cellular network, with the aim of maximizing coverage and reducing interference effects. An optimization model that is distributed in nature is proposed and a maximizing algorithm is developed to find a locally optimal solution. The performance of this distributed algorithm is shown to be superior in quality and solution time to a standard greedy algorithm. Testing on a simulation of a practical scenario is performed to demonstrate the application of the method to real scenarios as well as to illustrate the tradeoff between maximizing coverage and minimizing interference.
引用
收藏
页码:2638 / 2647
页数:10
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