What will the future of UAV cellular communications be? A flight from 5G to 6G

G Geraci, A Garcia-Rodriguez, MM Azari… - … surveys & tutorials, 2022 - ieeexplore.ieee.org
What will the future of UAV cellular communications be? In this tutorial article, we address
such a compelling yet difficult question by embarking on a journey from 5G to 6G and …

A tutorial on environment-aware communications via channel knowledge map for 6G

Y Zeng, J Chen, J Xu, D Wu, X Xu, S Jin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …

A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques

N Bui, M Cesana, SA Hosseini, Q Liao… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …

Generative neural network channel modeling for millimeter-wave UAV communication

W Xia, S Rangan, M Mezzavilla… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The millimeter wave bands are being increasingly considered for wireless communication to
unmanned aerial vehicles (UAVs). Critical to this undertaking are statistical channel models …

Wireless channel charting: Theory, practice, and applications

P Ferrand, M Guillaud, C Studer… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Channel charting is a recently proposed framework that applies dimensionality reduction to
channel state information (CSI) in wireless systems with the goal of associating a pseudo …

Boosting vehicle-to-cloud communication by machine learning-enabled context prediction

B Sliwa, R Falkenberg, T Liebig… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The exploitation of vehicles as mobile sensors acts as a catalyst for novel crowdsensing-
based applications such as intelligent traffic control and distributed weather forecast …

Trends and challenges in wireless channel modeling for evolving radio access

P Ferrand, M Amara, S Valentin… - IEEE communications …, 2016 - ieeexplore.ieee.org
With the advent of 5G, standardization and research are currently defining the next
generation of radio access. Considering the high constraints imposed by future standards …

Forecasting fine-grained city-scale cellular traffic with sparse crowdsourced measurements

JH Duan, W Li, X Zhang, S Lu - Computer Networks, 2022 - Elsevier
With the rapid development of wireless technology and the edge computing applications, an
increasing number of 4G/5G infrastructure are densely deployed to meet the booming …

Anticipatory association for indoor visible light communications: Light, follow me!

R Zhang, Y Cui, H Claussen, H Haas… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, a radically new anticipatory perspective is taken into account when designing
the user-to-access point (AP) associations for indoor visible light communications (VLC) …

Environment-aware link quality prediction for millimeter-wave wireless lans

Y Liu, DM Blough - Proceedings of the 20th ACM International …, 2022 - dl.acm.org
Millimeter-wave (mmWave) communications have been regarded as one of the most
promising solutions to deliver ultra-high data rates in wireless local-area networks. A …