Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks

被引:94
作者
Mozaffari, Mohammad [1 ]
Saad, Walid [1 ]
Bennis, Mehdi [2 ]
Debbah, Merouane [3 ,4 ]
机构
[1] Virginia Tech, Elect & Comp Engn Dept, Wireless VT, Blacksburg, VA 24061 USA
[2] Ctr Wireless Commun, Oulu 90014, Finland
[3] Huawei France R&D, Math & Algorithm Sci Lab, Paris, France
[4] Univ Paris Saclay, CentraleSupelec, F-91192 Gif Sur Yvette, France
基金
美国国家科学基金会; 芬兰科学院;
关键词
UAV; cell association; transport theory; delay; unmanned aerial vehicles; cellular networks; EQUILIBRIUM;
D O I
10.1109/LCOMM.2017.2710306
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, a novel framework for delay-optimal cell association in unmanned aerial vehicle (UAV)-enabled wireless cellular networks is proposed. In particular, to minimize the average network delay under any arbitrary spatial distribution of the ground users, the optimal cell partitions of the UAVs and terrestrial base stations are determined. To this end, using the powerful mathematical tools of optimal transport theory, the existence of the solution to the optimal cell association problem is proved and the solution space is completely characterized. The analytical and simulation results show that the proposed approach yields substantial improvements in terms of the average network delay.
引用
收藏
页码:2053 / 2056
页数:4
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