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A Unified Asymptotic Analysis of Area Spectral Efficiency in Ultradense Cellular Networks

机译:超高密度蜂窝网络区域频谱效率的统一渐近分析

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This paper studies the asymptotic properties of average area spectral efficiency (ASE) of a downlink cellular network in the limit of very dense base station (BS) and user densities. This asymptotic analysis relies on three assumptions: 1) interference is treated as noise; 2) the BS locations are drawn from a Poisson point process; and 3) the path loss function is bounded above satisfying mild regularity conditions. We consider three possible definitions of the average ASE, all of which give units of bits per second per unit bandwidth per unit area. When there is no constraint on the minimum operational signal-to-interference-plus-noise ratio (SINR) and instantaneous full channel state information (CSI) is available at the transmitter, the average ASE is proven to saturate to a constant, which we derive in a closed form. For the other two ASE definitions, wherein either a minimum SINR is enforced or CSI is not available, the average ASE is instead shown to collapse to zero at high BS density. We provide several familiar case studies for the class of considered path loss models, and demonstrate that our results cover most previous models and results on ultradense networks as special cases.
机译:本文研究在非常密集的基站(BS)和用户密度的限制下,下行链路蜂窝网络的平均面积频谱效率(ASE)的渐近性质。该渐近分析基于三个假设:1)干扰被视为噪声; 2)BS位置是从泊松点过程中得出的; 3)路径损耗函数在满足温和规律性条件的范围内有界。我们考虑了平均ASE的三种可能的定义,所有这些定义都给出了每单位面积每单位带宽每秒的比特单位。当对最小工作信号干扰加噪声比(SINR)没有限制并且在发射机处可获得瞬时全信道状态信息(CSI)时,证明平均ASE饱和到一个常数,以封闭形式导出。对于另外两个ASE定义(其中强制执行最低SINR或CSI不可用),取而代之的是,平均ASE在高BS密度下崩溃为零。我们为考虑的路径损耗模型提供了一些熟悉的案例研究,并证明了我们的结果涵盖了大多数以前的模型和超密度网络上的特殊情况。

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