Modeling and analysis of cellular networks using stochastic geometry: A tutorial

H ElSawy, A Sultan-Salem, MS Alouini… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
This paper presents a tutorial on stochastic geometry (SG)-based analysis for cellular
networks. This tutorial is distinguished by its depth with respect to wireless communication …

A primer on cellular network analysis using stochastic geometry

JG Andrews, AK Gupta, HS Dhillon - arXiv preprint arXiv:1604.03183, 2016 - arxiv.org
This tutorial is intended as an accessible but rigorous first reference for someone interested
in learning how to model and analyze cellular network performance using stochastic …

Average rate of downlink heterogeneous cellular networks over generalized fading channels: A stochastic geometry approach

M Di Renzo, A Guidotti… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we introduce an analytical framework to compute the average rate of downlink
heterogeneous cellular networks. The framework leverages recent application of stochastic …

[图书][B] Analytical modeling of heterogeneous cellular networks

S Mukherjee - 2014 - books.google.com
This self-contained introduction shows how stochastic geometry techniques can be used for
studying the behaviour of heterogeneous cellular networks (HCNs). The unified treatment of …

[图书][B] Stochastic geometry analysis of cellular networks

B Błaszczyszyn, M Haenggi, P Keeler, S Mukherjee - 2018 - books.google.com
Achieve faster and more efficient network design and optimization with this comprehensive
guide. Some of the most prominent researchers in the field explain the very latest analytic …

Spatial stochastic models and metrics for the structure of base stations in cellular networks

A Guo, M Haenggi - IEEE Transactions on Wireless …, 2013 - ieeexplore.ieee.org
The spatial structure of base stations (BSs) in cellular networks plays a key role in evaluating
the downlink performance. In this paper, different spatial stochastic models (the Poisson …

Modeling heterogeneous network interference using Poisson point processes

RW Heath, M Kountouris, T Bai - IEEE Transactions on signal …, 2013 - ieeexplore.ieee.org
Cellular systems are becoming more heterogeneous with the introduction of low power
nodes including femtocells, relays, and distributed antennas. Unfortunately, the resulting …

Stochastic geometry modeling of coverage and rate of cellular networks using the Gil-Pelaez inversion theorem

M Di Renzo, P Guan - IEEE Communications Letters, 2014 - ieeexplore.ieee.org
In this letter, we introduce new mathematical frameworks to the computation of coverage
probability and average rate of cellular networks, by relying on a stochastic geometry …

Stochastic geometry modeling and system-level analysis of uplink heterogeneous cellular networks with multi-antenna base stations

M Di Renzo, P Guan - IEEE Transactions on Communications, 2016 - ieeexplore.ieee.org
In this paper, mathematical frameworks for system-level analysis and design of uplink
heterogeneous cellular networks with multiple antennas at the base station (BS) are …

New trends in stochastic geometry for wireless networks: A tutorial and survey

Y Hmamouche, M Benjillali, S Saoudi… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Next-generation wireless networks are expected to be highly heterogeneous, multilayered,
with embedded intelligence at both the core and edge of the network. In such a context …