This paper studies methods to achieve a high and flexible coverage performance of a large-scale cellular network. The network shall enable unmanned aerial vehicles (UAVs) for non-orthogonal multiple access (NOMA) transmission enhancement so as to simultaneously serve two users. The considered scenario consists of a network with a tier of base stations and UAVs. Each UAV is mounted with an intelligent reflecting surface (IRS) in order to serve as an aerial IRS reflecting signals between a base station and a user in the network. All the UAVs in the network are deployed based on a newly proposed three-dimensional (3D) point process leading to a tractable yet accurate analysis of the association statistics, which is otherwise difficult to analyze due to the mobility of UAVs. In light of this, we also analyze the downlink coverage of UAV-IRS-assisted NOMA transmission for two users and derive the corresponding coverage probabilities. Our coverage analyses shed light on the optimal allocations of transmit power between NOMA users and UAVs to accomplish the goal of ubiquitous and flexible NOMA transmission. We also conduct numerical simulations to validate our coverage analysis results while demonstrating the improved coverage performance achieved by aerial IRSs.
翻译:本文研究实现大型蜂窝网络高灵活覆盖性能的方法。网络应使无人驾驶飞行器(无人驾驶飞行器)能够进行非横向多重存取(NOMA)传输增强,从而同时为两个用户服务。考虑的情景包括一个拥有一级基地站和无人驾驶飞行器的网络。每个无人驾驶飞行器都安装了一个智能反射表面(IRS),作为反映基地站与网络用户之间信号的空中IRS。网络中的所有无人驾驶飞行器都是根据新提议的三维(3D)点进程部署的,从而导致对联系统计数据进行可移动但准确的分析,而由于无人驾驶飞行器的移动性,这种分析本来难以分析。根据这一情况,我们还分析UAV-IRS辅助的NOMA传输对两个用户的下行链覆盖范围,并得出相应的覆盖概率。我们的覆盖分析揭示了NOMA用户与用户之间传输能量的最佳分配,以便实现无孔不入和灵活的NOMA传输目标。我们还进行数字模拟,以验证我们空中覆盖分析的结果,同时展示通过改进了INMA的覆盖范围。