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 …
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
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 …
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
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 …
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
For coordinated multipoint transmission in heterogeneous ultra dense networks (HUDN),
clustering and multicell resource scheduling should be carried out jointly. Based on the α …
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
The growing complexity of heterogeneous cellular networks (HetNets) has necessitated a
variety of user and base station (BS) configurations to be considered for realistic …
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 …
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 …
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
One of the principal underlying assumptions of current approaches to the analysis of
heterogeneous cellular networks (HetNets) with random spatial models is the uniform …
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 …
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
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 …
chaos expansion (PCE) of a random field, to solve the stochastic elliptic diffusion PDE with …