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Performance analysis of clustered device-to-device networks using matern cluster process
Wireless Networks, 2018This paper presents a new analytical framework for clustered device-to-device (D2D) networks in dense urban scenarios. We model the D2D network as a Matern cluster process (MCP) instead of Poisson point process and Tomas cluster process. MCP modeling can capture both clustered and bounded properties of D2D communications in urban areas.
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Modelling and Analysis of 3-D Cellular Networks Using A Matern Cluster Process
2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019Cellular networks are usually modelled as a Poisson point process (PPP). However, in urban area, the small base stations (SBSs) are ordinarily clustered around hotspots rather than be uniformly distributed. In addition, the existing models are widely used in two-dimensional (2-D) space which is not suitable for the three-dimensional (3-D) environment ...
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Future cellular system is converging toward a heterogeneous network mixing Macro cells and high-density small cells clustering around hotspots. Meanwhile, in some hotspots, the density of active users may be inferior to the density of cells, which will bring a severe interference environment and cause waste of spectrum and energy.
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