Joint Spatial-Propagation Modeling of Cellular Networks Based on the Directional Radii of Poisson Voronoi Cells

@article{Feng2021JointSM,
  title={Joint Spatial-Propagation Modeling of Cellular Networks Based on the Directional Radii of Poisson Voronoi Cells},
  author={Ke Feng and Martin Haenggi},
  journal={IEEE Transactions on Wireless Communications},
  year={2021},
  volume={20},
  pages={3240-3253}
}
  • Ke Feng, M. Haenggi
  • Published 25 December 2020
  • Computer Science
  • IEEE Transactions on Wireless Communications
In coverage-oriented networks, base stations (BSs) are deployed in a way such that users at the cell boundaries achieve sufficient signal strength. The shape and size of cells vary from BS to BS, since the large-scale signal propagation conditions differ in different geographical regions. This work proposes and studies a joint spatial-propagation (JSP) model, which considers the correlation between cell radii and the large-scale signal propagation (captured by shadowing). We first introduce the… 

Stochastic Geometry Analysis of Spatial-Temporal Performance in Wireless Networks: A Tutorial

TLDR
The objective of this article is to provide a tutorial on the stochastic geometry analysis of large-scale wireless networks that captures the spatial-temporal interference correlation (and hence the signal-to-interference ratio (SIR) correlation).

References

SHOWING 1-10 OF 34 REFERENCES

Wireless Networks Appear Poissonian Due to Strong Shadowing

TLDR
The Kolmogorov-Smirnov test is used to empirically study the quality of the Poisson approximation and a linear-regression method is built for the statistical estimation of the value of the path-loss exponent.

Joint Spatial and Propagation Models for Cellular Networks

  • A. GuoM. Haenggi
  • Computer Science
    2015 IEEE Global Communications Conference (GLOBECOM)
  • 2014
TLDR
This work proposes a new class of cellular model, where BSs are deployed such that all cell edge users achieve a minimum target signal power level from the serving BS, and forms such network models joint spatial and propagation (JSP) models.

The Meta Distribution of the SIR in Poisson Bipolar and Cellular Networks

  • M. Haenggi
  • Computer Science, Mathematics
    IEEE Transactions on Wireless Communications
  • 2016
TLDR
The meta distribution of the SIR is focused on, which is the Distribution of the conditional success probability Ps given the point process, and provides bounds, an exact analytical expression, and a simple approximation for it.

The Mean Interference-to-Signal Ratio and Its Key Role in Cellular and Amorphous Networks

  • M. Haenggi
  • Computer Science
    IEEE Wireless Communications Letters
  • 2014
TLDR
A simple yet powerful and versatile analytical framework for approximating the SIR distribution in the downlink of cellular systems and provides a convenient framework for the analysis and comparison of future network architectures and transmission schemes, including amorphous networks where a user is served by multiple base stations and, consequently, (hard) cell association becomes less relevant.

Areas of components of a Voronoi polygon in a homogeneous Poisson process in the plane

We study the contribution made by three or four points to certain areas associated with a typical polygon in a Voronoi tessellation of a planar Poisson process. We obtain some new results about

Random Subdivisions of Space into Crystals

Wireless Network Signals With Moderately Correlated Shadowing Still Appear Poisson

TLDR
For “strong shadowing” and moderate correlations, it is found that the signal strengths are close to a Poisson process, generalizing a recently shown analogous result for independent shadowing.

Distance from the Nucleus to a Uniformly Random Point in the 0-Cell and the Typical Cell of the Poisson–Voronoi Tessellation

Consider the distances $\tilde{R}_o$ and $R_o$ from the nucleus to a uniformly random point in the 0-cell and the typical cell, respectively, of the $d$-dimensional Poisson-Voronoi (PV) tessellation.

Downlink Analysis of NOMA-Enabled Cellular Networks With 3GPP-Inspired User Ranking

TLDR
A novel 3GPP-inspired user ranking technique is developed to construct a user cluster for the non-orthogonal transmission by grouping users from the cell center (CC) and cell edge (CE) regions, which allows the pairing of users with distinct link qualities, which is imperative for harnessing NOMA performance gains.

On the Measure of a Random Set

The following is perhaps the simplest non-trivial example of the type of problem to be considered in this paper. On the real number axis let N points \({x_i}(i = 1,2, \cdots ,N)\) be chosen