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用于增强5G及未来用户体验的空中基站动态重新定位

Dynamic Repositioning of Aerial Base Stations for Enhanced User Experience in 5G and Beyond.

作者信息

Rahman Shams Ur, Khan Ajmal, Usman Muhammad, Bilal Muhammad, Cho You-Ze, El-Sayed Hesham

机构信息

Department of Computer Science, UET Mardan, Charsadda Road, Mardan 23200, Pakistan.

Department of Artificial Intelligence and Big Data, Woosong University, 171 Dongdaejeon-ro, Dong-gu, Daejeon 34606, Republic of Korea.

出版信息

Sensors (Basel). 2023 Aug 11;23(16):7098. doi: 10.3390/s23167098.

Abstract

The ultra-dense deployment (UDD) of small cells in 5G and beyond to enhance capacity and data rate is promising, but since user densities continually change, the static deployment of small cells can lead to wastes of capital, the underutilization of resources, and user dissatisfaction. This work proposes the use of Aerial Base Stations (ABSs) wherein small cells are mounted on Unmanned Aerial Vehicles (UAVs), which can be deployed to a set of candidate locations. Furthermore, based on the current user densities, this work studies the optimal placement of the ABSs, at a subset of potential candidate positions, to maximize the total received power and signal-to-interference ratio. The problems of the optimal placement for increasing received power and signal-to-interference ratio are formulated, and optimal placement solutions are designed. The proposed solutions compute the optimal candidate locations for the ABSs based on the current user densities. When the user densities change significantly, the proposed solutions can be re-executed to re-compute the optimal candidate locations for the ABSs, and hence the ABSs can be moved to their new candidate locations. Simulation results show that a 22% or more increase in the total received power can be achieved through the optimal placement of the Aerial BSs and that more than 60% users have more than 80% chance to have their individual received power increased.

摘要

在5G及以后的网络中,通过超密集部署(UDD)小型基站来提高容量和数据速率很有前景,但由于用户密度不断变化,小型基站的静态部署可能会导致资本浪费、资源利用不足以及用户不满。这项工作提出使用空中基站(ABS),即将小型基站安装在无人机(UAV)上,这些无人机可以部署到一组候选位置。此外,基于当前的用户密度,这项工作研究了在空中基站的潜在候选位置子集中,空中基站的最优放置,以最大化总接收功率和信号干扰比。阐述了用于增加接收功率和信号干扰比的最优放置问题,并设计了最优放置解决方案。所提出的解决方案根据当前用户密度计算空中基站的最优候选位置。当用户密度发生显著变化时,可以重新执行所提出的解决方案,以重新计算空中基站的最优候选位置,从而将空中基站移动到其新的候选位置。仿真结果表明,通过空中基站的最优放置,可以实现总接收功率提高22%或更多,并且超过60%的用户有超过80%的机会使其个人接收功率增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/465c/10458537/3949c53a48b9/sensors-23-07098-g001.jpg

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