Smart radio environments empowered by reconfigurable AI meta-surfaces: An idea whose time has come

MD Renzo, M Debbah, DT Phan-Huy… - EURASIP Journal on …, 2019 - Springer
Future wireless networks are expected to constitute a distributed intelligent wireless
communications, sensing, and computing platform, which will have the challenging …

Ultra-dense networks: A survey

M Kamel, W Hamouda… - … Communications surveys & …, 2016 - ieeexplore.ieee.org
The exponential growth and availability of data in all forms is the main booster to the
continuing evolution in the communications industry. The popularization of traffic-intensive …

Wireless networks design in the era of deep learning: Model-based, AI-based, or both?

A Zappone, M Di Renzo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper deals with the use of emerging deep learning techniques in future wireless
communication networks. It will be shown that the data-driven approaches should not …

Coverage and rate analysis for millimeter-wave cellular networks

T Bai, RW Heath - IEEE Transactions on Wireless …, 2014 - ieeexplore.ieee.org
Millimeter wave (mmWave) holds promise as a carrier frequency for fifth generation cellular
networks. Because mmWave signals are sensitive to blockage, prior models for cellular …

Modeling and analyzing millimeter wave cellular systems

JG Andrews, T Bai, MN Kulkarni… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
We provide a comprehensive overview of mathematical models and analytical techniques
for millimeter wave (mmWave) cellular systems. The two fundamental physical differences …

Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey

H ElSawy, E Hossain, M Haenggi - … Communications surveys & …, 2013 - ieeexplore.ieee.org
For more than three decades, stochastic geometry has been used to model large-scale ad
hoc wireless networks, and it has succeeded to develop tractable models to characterize …

User association in 5G networks: A survey and an outlook

D Liu, L Wang, Y Chen, M Elkashlan… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The fifth generation (5G) mobile networks are envisioned to support the deluge of data traffic
with reduced energy consumption and improved quality of service (QoS) provision. To this …

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 …

Tractable model for rate in self-backhauled millimeter wave cellular networks

S Singh, MN Kulkarni, A Ghosh… - IEEE Journal on …, 2015 - ieeexplore.ieee.org
Millimeter wave (mmWave) cellular systems will require high-gain directional antennas and
dense base station (BS) deployments to overcome a high near-field path loss and poor …

An overview of load balancing in HetNets: Old myths and open problems

JG Andrews, S Singh, Q Ye, X Lin… - IEEE Wireless …, 2014 - ieeexplore.ieee.org
Matching the demand for resources (" load") with the supply of resources (" capacity") is a
basic problem occurring across many fields of engineering, logistics, and economics, and …