A 3D Spatial Fluid Model for Wireless Networks

TL;DR

This paper introduces a three-dimensional analytical model for wireless networks that accurately evaluates SINR, performance, and coverage, surpassing traditional 2D models in precision and usefulness.

Contribution

It develops a novel 3D fluid model approach for wireless networks, providing more accurate performance and quality of service analysis than existing 2D models.

Findings

The 3D model accurately predicts SINR distribution.

The model improves performance evaluation precision.

It enhances coverage analysis in wireless networks.

Abstract

In this article we develop a three dimensional (3D) analytical model of wireless networks. We establish an analytical expression of the SINR (Signal to Interference plus Noise Ratio) of user equipments (UE), by using a 3D fluid model approach of the network. This model enables to evaluate in a simple way the cumulative distribution function of the SINR, and therefore the performance, the quality of service and the coverage of wireless networks, with a high accuracy. The use of this 3D wireless network model, instead of a standard two-dimensional one, in order to analyze wireless networks, is particularly interesting. Indeed, this 3D model enables to establish more accurate performance and quality of services results than a 2D one.