Stochastic geometry analysis of spatial-temporal performance in wireless networks: A tutorial

X Lu, M Salehi, M Haenggi, E Hossain… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The performance of wireless networks is fundamentally limited by the aggregate
interference, which depends on the spatial distributions of the interferers, channel …

Machine learning meets communication networks: Current trends and future challenges

I Ahmad, S Shahabuddin, H Malik, E Harjula… - IEEE …, 2020 - ieeexplore.ieee.org
The growing network density and unprecedented increase in network traffic, caused by the
massively expanding number of connected devices and online services, require intelligent …

Load-aware modeling and analysis of heterogeneous cellular networks

HS Dhillon, RK Ganti… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Random spatial models are attractive for modeling heterogeneous cellular networks (HCNs)
due to their realism, tractability, and scalability. A major limitation of such models to date in …

Interference and outage in mobile random networks: Expectation, distribution, and correlation

Z Gong, M Haenggi - IEEE Transactions on Mobile Computing, 2012 - ieeexplore.ieee.org
In mobile networks, distance variations caused by node mobility generate fluctuations in the
channel gains. Such fluctuations can be treated as another type of fading besides multipath …

Backhauling in heterogeneous cellular networks: Modeling and tradeoffs

DC Chen, TQS Quek… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Consumer demand for data has increased tremendously over the last years, and small cell
networks are increasingly being considered as one of the key technologies to cope with this …

A stochastic geometry analysis of inter-cell interference coordination and intra-cell diversity

X Zhang, M Haenggi - IEEE Transactions on Wireless …, 2014 - ieeexplore.ieee.org
Inter-cell interference coordination (ICIC) and intra-cell diversity (ICD) play important roles in
improving cellular downlink coverage. By modeling cellular base stations (BSs) as a …

An overview of recent results for consensus in directed dynamic networks

K Winkler, U Schmid - Bulletin of EATCS, 2019 - smtp.eatcs.org
In this issue of the distributed computing column, Kyrill Winkler and Ulrich Schmid present
an interesting survey of recent research trends on consensus proto-cols in dynamic …

Grouping and cooperating among access points in user-centric ultra-dense networks with non-orthogonal multiple access

Y Liu, X Li, FR Yu, H Ji, H Zhang… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
A user-centric ultra-dense network (UUDN) is proposed as one of the promising solutions to
provide very high area throughput density and flexible access service for users in the fifth …

A correlated shadowing model for urban wireless networks

F Baccelli, X Zhang - 2015 IEEE Conference on Computer …, 2015 - ieeexplore.ieee.org
This paper presents an analytically tractable stochastic geometry model for urban wireless
networks, where the locations of the nodes and the shadowing are highly correlated and …

Spatio-temporal analysis for SINR coverage in small cell networks

HH Yang, TQS Quek - IEEE Transactions on Communications, 2019 - ieeexplore.ieee.org
While the growth of mobile applications brings enjoyment to daily life, it also imposes more
complicated traffic situations on wireless networks. A complete understanding of the impact …