When machine learning meets spectrum sharing security: Methodologies and challenges

Q Wang, H Sun, RQ Hu… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
The exponential growth of Internet connected systems has generated numerous challenges,
such as spectrum shortage issues, which require efficient spectrum sharing (SS) solutions …

[HTML][HTML] 5G multi-tier radio access network planning based on voronoi diagram

J Su, M Beshley, K Przystupa, O Kochan, B Rusyn… - Measurement, 2022 - Elsevier
Network planning of multi-layer heterogeneous mobile networks with complex topology is an
important task. In this paper the spectral and energy efficiency of integrated LTE/Wi-Fi …

A Q-learning scheme for fair coexistence between LTE and Wi-Fi in unlicensed spectrum

V Maglogiannis, D Naudts, A Shahid, I Moerman - IEEE Access, 2018 - ieeexplore.ieee.org
During the last years, the growth of wireless traffic pushed the wireless community to search
for solutions that can assist in a more efficient management of the spectrum. Toward this …

Coexistence of cellular and IEEE 802.11 technologies in unlicensed spectrum bands-a survey

RK Saha - IEEE Open Journal of the Communications Society, 2021 - ieeexplore.ieee.org
This paper provides a comprehensive survey on the coexistence of cellular and IEEE 802.11
standards from a holistic viewpoint that takes into account the coexistence of all existing and …

Enhancing the coexistence of LTE and Wi-Fi in unlicensed spectrum through convolutional neural networks

V Maglogiannis, A Shahid, D Naudts… - IEEE …, 2019 - ieeexplore.ieee.org
Over the last years, the ever-growing wireless traffic has pushed the mobile community to
investigate solutions that can assist in more efficient management of the wireless spectrum …

Multi-agent deep learning for multi-channel access in slotted wireless networks

R Mennes, FAP De Figueiredo, S Latre - IEEE Access, 2020 - ieeexplore.ieee.org
As the number of devices connected to the internet and the amount of data they generate
increases, the wireless spectrum is becoming an essential and scarce resource. Most …

An adaptive LTE listen-before-talk scheme towards a fair coexistence with Wi-Fi in unlicensed spectrum

V Maglogiannis, D Naudts, A Shahid… - Telecommunication …, 2018 - Springer
The technological growth combined with the exponential increase of wireless traffic are
pushing the wireless community to investigate solutions to maximally exploit the available …

Dynamic and collaborative spectrum sharing: The SCATTER approach

S Giannoulis, C Donato, R Mennes… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper presents the architecture and the basic principles behind the design and
implementation of the SCATTER system, a wireless end-to-end communication system that …

The future is unlicensed: Coexistence in the unlicensed spectrum for 5G

S Bayhan, G Gür, A Zubow - arXiv preprint arXiv:1801.04964, 2018 - arxiv.org
5G has to fulfill the requirements of ultra-dense, scalable, and customizable networks such
as IoT while increasing spectrum and energy efficiency. Given the diversity of envisaged …

Spectrum-Efficient User and Qos-Aware Resource Allocation With Enhanced Uplink Transmission in U-LTE Networks Co-Occurrence With Wi-Fi by CRN

PB Pankajavalli, A Muniyappan… - IEEE Access, 2023 - ieeexplore.ieee.org
Unlicensed Long-Term Evolution (U-LTE) is one of the few scientific fields that allow
illegitimate access to the 5GHz band to boost data transmission throughput. However, the …