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 …

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 …

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 …

Load aware joint CoMP clustering and inter-cell resource scheduling in heterogeneous ultra dense cellular networks

L Liu, Y Zhou, V Garcia, L Tian… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
For coordinated multipoint transmission in heterogeneous ultra dense networks (HUDN),
clustering and multicell resource scheduling should be carried out jointly. Based on the α …

3GPP-inspired HetNet model using Poisson cluster process: Sum-product functionals and downlink coverage

C Saha, M Afshang, HS Dhillon - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The growing complexity of heterogeneous cellular networks (HetNets) has necessitated a
variety of user and base station (BS) configurations to be considered for realistic …

Poisson cluster process based analysis of HetNets with correlated user and base station locations

M Afshang, HS Dhillon - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
This paper develops a new approach to the modeling and analysis of heterogeneous
cellular networks (HetNets) that accurately incorporates coupling across the locations of …

Poisson hole process: Theory and applications to wireless networks

Z Yazdanshenasan, HS Dhillon… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Interference field in wireless networks is often modeled by a homogeneous Poisson point
process (PPP). While it is realistic in modeling the inherent node irregularity and provides …

Enriched -Tier HetNet Model to Enable the Analysis of User-Centric Small Cell Deployments

C Saha, M Afshang, HS Dhillon - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
One of the principal underlying assumptions of current approaches to the analysis of
heterogeneous cellular networks (HetNets) with random spatial models is the uniform …

Unified analysis of HetNets using Poisson cluster processes under max-power association

C Saha, HS Dhillon, N Miyoshi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Owing to its flexibility in modeling real-world spatial configurations of users and base
stations (BSs), the Poisson cluster process (PCP) has recently emerged as an appealing …

Polynomial chaos expansion of random coefficients and the solution of stochastic partial differential equations in the tensor train format

S Dolgov, BN Khoromskij, A Litvinenko… - SIAM/ASA Journal on …, 2015 - SIAM
We apply the tensor train (TT) decomposition to construct the tensor product polynomial
chaos expansion (PCE) of a random field, to solve the stochastic elliptic diffusion PDE with …