毫米波无人机基站的最佳波束形成与部署

Tolga Girici, Fatih Yurekli
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摘要

由于其灵活的部署和视距信道条件,使用无人机作为基站是一项很有前途的技术。使用毫米波波束形成的大规模MIMO传输的最新发展也实现了高数据速率,并能够同时向多个地面用户传输。在这项工作中,我们考虑了无人机基站的部署(即定位)问题,以最大限度地提高比例公平性,以及模拟MIMO波束形成,最大限度地提高信噪比(SINR)。仿真结果表明,地面用户的k均值聚类和高度调整执行接近基于粒子群优化(PSO)的解决方案。随着天线数量的增加,与基于半确定规划(SDP)的方案相比,基于离散傅立叶变换(DFT)码本的低复杂度波束形成也提供了很好的性能。
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Optimal beamforming and deployment of millimeter-wave drone base stations
Due to their flexible deployment and line-of-sight channel conditions, using drones as base stations is a promising technology. Recent developments in Massive MIMO transmission with millimeter-wave beamforming also enables high data rates and enables simultaneous transmission to multiple ground users. In this work we consider the problem of deployment (i.e. positioning) of drone base stations for maximizing proportional fairness, along with analog MIMO beamforming that maximizes the Signal to Interference plus Noise Ratio (SINR). Simulation results reveal that careful K-means clustering of ground users and altitude adjustment performs close to a Particle Swarm Optimization (PSO)-based solution. Discrete Fourier Transform (DFT) codebook-based low-complexity beamforming also provides a promising performance, when compared to the Semi-Definite Programming (SDP)-based solution, as the number of antennas is increased.
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