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 survey of caching techniques in cellular networks: Research issues and challenges in content placement and delivery strategies

L Li, G Zhao, RS Blum - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Mobile data traffic is currently growing exponentially and these rapid increases have caused
the backhaul data rate requirements to become the major bottleneck to reducing costs and …

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 …

Green resource allocation based on deep reinforcement learning in content-centric IoT

X He, K Wang, H Huang, T Miyazaki… - … on Emerging Topics …, 2018 - ieeexplore.ieee.org
In the era of information, the green services of content-centric IoT are expected to offer users
the better satisfaction of Quality of Experience (QoE) than that in a conventional IoT …

Edge intelligence: Architectures, challenges, and applications

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - arXiv preprint arXiv …, 2020 - arxiv.org
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis in locations close to where data is captured based on …

Fundamental limits of cache-aided interference management

N Naderializadeh, MA Maddah-Ali… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We consider a system, comprising a library of N files (eg, movies) and a wireless network
with a KT transmitters, each equipped with a local cache of size of MT files and a KR …

Modeling and analysis of uplink non-orthogonal multiple access in large-scale cellular networks using poisson cluster processes

H Tabassum, E Hossain… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Using the theory of Poisson cluster process (PCP), this paper provides a framework to
analyze multi-cell uplink non-orthogonal multiple access (NOMA) systems. Specifically, we …

Modeling and performance analysis of clustered device-to-device networks

M Afshang, HS Dhillon… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Device-to-device (D2D) communication enables direct communication between proximate
devices thereby improving the overall spectrum utilization and off-loading traffic from cellular …

Caching placement in stochastic wireless caching helper networks: Channel selection diversity via caching

SH Chae, W Choi - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Content delivery success in wireless caching helper networks depends mainly on cache-
based channel selection diversity and network interference. For given channel fading and …