Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …

A survey of Wi-Fi 6: Technologies, advances, and challenges

E Mozaffariahrar, F Theoleyre, M Menth - Future Internet, 2022 - mdpi.com
Wi-Fi is a popular wireless technology and is continuously extended to keep pace with
requirements such as high throughput, real-time communication, dense networks, or …

Spatial reuse in IEEE 802.11 ax WLANs

F Wilhelmi, S Barrachina-Muñoz, C Cano… - Computer …, 2021 - Elsevier
Dealing with massively crowded scenarios is one of the most ambitious goals of next-
generation wireless networks. With this goal in mind, the IEEE 802.11 ax amendment …

Rate control with spatial reuse for Wi-Fi 6 dense deployments

A Krotov, A Kiryanov, E Khorov - IEEE Access, 2020 - ieeexplore.ieee.org
To improve the performance of Wi-Fi networks in dense deployments, the recent IEEE
802.11 ax standard introduces a palette of features improving spatial reuse. A key property …

A flexible machine-learning-aware architecture for future WLANs

F Wilhelmi, S Barrachina-Muñoz… - IEEE …, 2020 - ieeexplore.ieee.org
Lots of hopes have been placed on machine learning (ML) as a key enabler of future
wireless networks. By taking advantage of large volumes of data, ML is expected to deal with …

Dynamic channel bonding in spatially distributed high-density WLANs

S Barrachina-Munoz, F Wilhelmi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we discuss the effects on throughput and fairness of dynamic channel bonding
(DCB) in spatially distributed high-density wireless local area networks (WLANs). First, we …

To overlap or not to overlap: Enabling channel bonding in high-density WLANs

S Barrachina-Munoz, F Wilhelmi, B Bellalta - Computer Networks, 2019 - Elsevier
Wireless local area networks (WLANs) are the most popular kind of wireless Internet
connection because of their simplicity of deployment and operation. As a result, the number …

ATARI: A graph convolutional neural network approach for performance prediction in next-generation WLANs

P Soto, M Camelo, K Mets, F Wilhelmi, D Góez… - Sensors, 2021 - mdpi.com
IEEE 802.11 (Wi-Fi) is one of the technologies that provides high performance with a high
density of connected devices to support emerging demanding services, such as virtual and …

Актуальні засади створення алгоритмів обробки інформації для логістичних центрів

АВ Лемешко, АВ Антоненко… - Таврійський …, 2023 - journals.ksauniv.ks.ua
Анотація У статті розглядається робота, яка ґрунтується на досвіді Логістичного центру
«Калинівка» ТОВ «Епіцентр К». з урахуванням бізнес-процесів на глобальному рівні та …

Online primary channel selection for dynamic channel bonding in high-density WLANs

S Barrachina-Muñoz, F Wilhelmi… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
In order to dynamically adapt the transmission bandwidth in wireless local area networks
(WLANs), dynamic channel bonding (DCB) was introduced in IEEE 802.11 n. It has been …