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Theoretical Insights into Coverage Analysis of Cellular Networks

机译:蜂窝网络覆盖分析的理论见解

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摘要

Recently, tools from stochastic geometry have gained much attention for modeling and analysis of dense cellular networks. Although, extensive studies are available in literature in this respect however, the approaches are generalized and often lack significance towards practical scenarios where network conditions vary dynamically. The main objective of this research is to provide some insights into the stochastic geometry based analysis of cellular networks, through suitable modifications, so that it can be used to estimate parameters of interest i.e., intensity and coverage probability for different tiers and scenarios under consideration. The main definition for probability of coverage has been re-defined and complete closed form expression is derived. The intensity for different tiers have been estimated, with the help of proposed approach, beyond which no more gain in coverage probability can be achieved. Monte-Carlo simulations have been performed for validation of proposed approach and results are also compared with state-of-the-art approach.
机译:最近,来自随机几何形状的工具对致密蜂窝网络的建模和分析进行了很多关注。尽管在这方面有广泛的研究,但是,这种方法是广泛的,并且通常对网络条件动态变化的实际情况往往缺乏重要意义。本研究的主要目的是通过合适的修改提供对蜂窝网络随机几何学的基于随机几何学分析的见解,使得它可以用于估计利益参数,即所考虑的不同层和情景的强度和覆盖概率。已经重新定义了覆盖概率的主要清晰度,并派生了完整的封闭形式表达式。在提出的方法的帮助下,估计了不同层的强度,超出了可以实现覆盖概率的更多增益。已经进行了Monte-Carlo模拟,用于验证所提出的方法,结果也与最先进的方法进行了比较。

著录项

  • 作者

    Murk Marvi; Muhammad Khurram;

  • 作者单位
  • 年度 2017
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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