A novel stochastic geometry framework is proposed in this paper to study the downlink coverage performance in a millimeter wave (mmWave) cellular network by jointly considering the polar coordinates of the Base Stations (BSs) with respect to the typical user located at the origin. Specifically, both the Euclidean and the angular distances of the BSs in a maximum power-based association policy for the UE are considered to account for realistic beam management considerations, which have been largely ignored in the literature, especially in the cell association phase. For completeness, two other association schemes are considered and exact-form expressions for the coverage probability are derived. Subsequently, the key role of angular distances is highlighted by defining the dominant interferer using angular distance-based criteria instead of Euclidean distance-based, and conducting a dominant interferer-based coverage probability analysis. Among others, the numerical results revealed that considering angular distance-based criteria for determining both the serving and the dominant interfering BS, can approximate the coverage performance more accurately as compared to utilizing Euclidean distance-based criteria. To the best of the authors$'$ knowledge, this is the first work that rigorously explores the role of angular distances in the association policy and analysis of cellular networks.
翻译:本文提出了一种新的随机几何框架,通过联合考虑大炮基站(BS)相对于位于原点的典型用户的极坐标来研究毫米波(mmWave)蜂窝网络中的下行覆盖性能。具体来说,在考虑UE的最大功率基础关联策略时,同时考虑了BS的欧几里得和角度距离,以考虑实际的波束管理考虑因素,这在文献中被广泛忽视,特别是在单元关联阶段。为了完整起见,考虑了另外两种关联方案,并导出了覆盖概率的精确表达式。随后,通过基于角度距离而非欧几里得距离的标准定义主要干扰源,并进行基于主要干扰源的覆盖概率分析,强调了角度距离的关键作用。在其他方面,数值结果表明,对于确定服务BS和主要干扰BS,考虑基于角度距离的标准可以更准确地逼近覆盖性能,而不是使用基于欧几里得距离的标准。据作者所知,这是第一篇严格探讨角度距离在单元关联策略和分析中作用的工作。