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 …

From 4G to 5G: Self-organized network management meets machine learning

J Moysen, L Giupponi - Computer Communications, 2018 - Elsevier
Self-organization as applied to cellular networks is usually referred to Selforganizing
Networks (SONs), and it is a key driver for improving Operations, Administration, and …

A review of wireless communication using high-altitude platforms for extended coverage and capacity

SC Arum, D Grace, PD Mitchell - Computer Communications, 2020 - Elsevier
This paper provides an up-to-date review of wireless communications service provisioning
from High-Altitude Platforms (HAPs) in rural or remote areas exploiting cellular radio …

Spatial wireless channel prediction under location uncertainty

LS Muppirisetty, T Svensson… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Spatial wireless channel prediction is important for future wireless networks, and in
particular, for proactive resource allocation at different layers of the protocol stack. Various …

Improving accuracy for TVWS geolocation databases: Results from measurement-driven estimation approaches

A Achtzehn, J Riihijärvi… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Recent advances towards opening underutilized spectrum resources for secondary use rely
on geolocation databases to determine protection requirements of primary users. This paper …

Distributed radio map reconstruction for 5G automotive

VP Chowdappa, C Botella… - IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Radio maps are expected to be an essential tool for the resource optimization and
management of 5G automotive. In this paper, we consider the problem of radio map …

Enhanced MDT-based performance estimation for AI driven optimization in future cellular networks

HN Qureshi, A Imran, A Abu-Dayya - IEEE Access, 2020 - ieeexplore.ieee.org
Minimization of drive test (MDT) allows coverage estimation at a base station by leveraging
measurement reports gathered at the user equipment (UE) without the need for drive tests …

Non-parametric spectrum cartography using adaptive radial basis functions

M Hamid, B Beferull-Lozano - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper presents a framework for spectrum cartography based on the use of adaptive
Gaussian radial basis functions (RBF) centered around a specific number of centroid …

A unified prediction framework for signal maps: Not all measurements are created equal

E Alimpertis, A Markopoulou, CT Butts… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Signal maps are essential for the planning and operation of cellular networks. However, the
measurements needed to create such maps are expensive, often biased, not always …

Spatial prediction under location uncertainty in cellular networks

H Braham, SB Jemaa, G Fort… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Coverage optimization is an important process for the operator, as it is a crucial prerequisite
toward offering a satisfactory quality of service to the end users. The first step of this process …