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A Normalization Model for Analyzing Multi-Tier Millimeter Wave Cellular Networks

机译:多层毫米波蜂窝网络分析的归一化模型   网络

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摘要

Based on the distinguishing features of multi-tier millimeter wave (mmWave)networks such as different transmit powers, different directivity gains fromdirectional beamforming alignment and path loss laws for line-of-sight (LOS)and non-line-of-sight (NLOS) links, we introduce a normalization model tosimplify the analysis of multi-tier mmWave cellular networks. The highlight ofthe model is that we convert a multi-tier mmWave cellular network into asingle-tier mmWave network, where all the base stations (BSs) have the samenormalized transmit power 1 and the densities of BSs scaled by LOS or NLOSscaling factors respectively follow piecewise constant function which hasmultiple demarcation points. On this basis, expressions for computing thecoverage probability are obtained in general case with beamforming alignmenterrors and the special case with perfect beamforming alignment in thecommunication. According to corresponding numerical exploration, we concludethat the normalization model for multi-tier mmWave cellular networks fullymeets requirements of network performance analysis, and it is simpler andclearer than the untransformed model. Besides, an unexpected but sensiblefinding is that there is an optimal beam width that maximizes coverageprobability in the case with beamforming alignment errors.
机译:基于多层毫米波(mmWave)网络的显着特征,例如不同的发射功率,定向波束形成对准的不同方向性增益以及视线(LOS)和非视线(NLOS)的路径损耗定律)链接,我们引入归一化模型来简化多层mmWave蜂窝网络的分析。该模型的亮点是将多层mmWave蜂窝网络转换为单层mmWave网络,其中所有基站(BS)具有相同的归一化发射功率1,并且分别按LOS或NLOS缩放因子缩放的BS密度具有多个分界点的常数函数。在此基础上,得到了在通信中通常存在波束成形对准误差的情况和具有完美波束成形对准的情况的计算覆盖率的表达式。根据相应的数值探索,我们得出结论,多层毫米波蜂窝网络的归一化模型完全可以满足网络性能分析的要求,并且比未转换的模型更简单,更清晰。此外,一个出乎意料但明智的发现是,在波束成形对准误差的情况下,存在一个最佳的波束宽度,该宽度可使覆盖概率最大化。

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