考虑用户小区内和小区间移动性的4G/5G网络性能模型

B. Baynat, N. Nya
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引用次数: 7

摘要

在本文中,我们研究了用户在小区内和小区间的移动性对4G/5G蜂窝网络(如LTE和LTE- a)性能的影响。为此,我们开发了一个多类PS队列模型,通过与单元模型本身解耦的简单移动模型捕获用户在单元区域之间和单元之间的移动,从而能够直接将该方法应用于更现实的移动模式。我们首先证明了该模型与静态用户或无限速度用户对应的系统的已知解析界是一致的。然后,我们将我们的模型与模拟进行比较,以获得更真实的速度,并表明它为用户和单元提供了非常好的准确性。我们模型的结果证实,移动性可以提高用户和小区的性能,并能够将收益量化为用户速度的函数。
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Performance Model for 4G/5G Networks Taking into Account Intra- and Inter-Cell Mobility of Users
In this paper, we investigate the influence of intra-and inter-cell mobility of users on performance of 4G/5G cellular networks, such as LTE and LTE-A. To this end, we develop a multi-class PS queue model that captures mobility of users between zones of a cell and between cells, through a simple mobility model, that is decoupled from the cell model itself, enabling to directly apply the approach to more realistic mobility patterns. We first show that this model is consistent with known analytical bounds corresponding to a system with either static users or users having an infinite speed. We then compare our model to simulations for more realistic speeds, and show that it provides user and cell performance with a very good accuracy. The outcomes of our model confirm that mobility may improve both users and cells performance, and enable to quantify the gain as a function of users speed.
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