3D Deployment of Multiple UAV-Mounted Base Stations for UAV Communications

Chen Zhang, Leyi Zhang, Lipeng Zhu, Tao Zhang*, Zhenyu Xiao*, Xiang Gen Xia

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

130 引用 (Scopus)

摘要

Recently, unmanned aerial vehicles (UAVs) have attracted lots of attention because of their high mobility and low cost. This article investigates a communication system assisted by multiple UAV-mounted base stations (BSs), aiming to minimize the number of required UAVs and to improve the coverage rate by optimizing the three-dimensional (3D) positions of UAVs, user clustering, and frequency band allocation. Compared with the existing works, the constraints of the required quality of service (QoS) and the service ability of each UAV are considered, which makes the problem more challenging. A three-step method is developed to solve the formulated mixed-integer programming problem. First, to ensure that each UAV can serve more number of users, the maximum service radius of UAVs is derived according to the required minimum power of the received signals for the users. Second, an algorithm based on artificial bee colony (ABC) algorithm is proposed to minimize the number of required UAVs. Third, the 3D position and the frequency band of each UAV are designed to increase the power of the target signals and to reduce the interference. Finally, simulation results are presented to demonstrate the superiority of the proposed solution for UAV-assisted communication systems.

源语言英语
文章编号9314048
页(从-至)2473-2488
页数16
期刊IEEE Transactions on Communications
69
4
DOI
出版状态已出版 - 4月 2021
已对外发布

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