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 …

Aggregation‐Based Dynamic Channel Bonding to Maximise the Performance of Wireless Local Area Networks (WLAN)

V Parashar, R Kashyap, A Rizwan… - Wireless …, 2022 - Wiley Online Library
Channel bonding is considered by the IEEE 802.11 ac amendment to improve wireless local
area network (WLAN) performance. In this article, the channel bonding and aggregation …

Multi-Link Operation in IEEE802. 11be Extremely High Throughput: A Survey

AA Abdalhafid, SK Subramaniam, ZA Zukarnain… - IEEE …, 2024 - ieeexplore.ieee.org
The evolution of wireless communication has led to the introduction of IEEE 802.11 be, a
leading-edge wireless standard also referred to as Extremely High Throughput (EHT) or Wi …

Wi-fi multi-link operation: An experimental study of latency and throughput

M Carrascosa-Zamacois, G Geraci… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
In this article, we investigate the real-world capability of the multi-link operation (MLO)
framework—one of the key MAC-layer features included in the IEEE 802.11 be amendment …

An experimental study of latency for IEEE 802.11 be multi-link operation

M Carrascosa, G Geraci, E Knightly… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Will Multi-Link Operation (MLO) be able to improve the latency of Wi-Fi networks? MLO is
one of the most disruptive MAC-layer techniques included in the IEEE 802.11 be …

HiSAC: high-resolution sensing with multiband communication signals

J Pegoraro, JO Lacruz, M Rossi, J Widmer - Proceedings of the 22nd …, 2024 - dl.acm.org
Integrated Sensing And Communication (ISAC) systems are expected to perform accurate
radar sensing while having minimal impact on communication. Ideally, sensing should only …

A three-tier deep learning-based channel access method for WiFi networks

Y Huang, KW Chin - IEEE Transactions on Machine Learning …, 2023 - ieeexplore.ieee.org
Future WiFi networks require a channel access method that provides users with high
capacity. Such a method must consider 1) channel bonding, which improves the …

NeXT: Architecture, prototyping and measurement of a software-defined testing framework for integrated RF network simulation, experimentation and optimization

J Hu, Z Zhao, M McManus, SK Moorthy, Y Cui… - Computer …, 2023 - Elsevier
To support rigorous and repeatable experimental evaluation of wireless networked systems,
the community has made significant efforts to develop experimentation platforms. However …

[HTML][HTML] Experimental investigation into deploying a Wi-Fi6 mesh system for underground gold and platinum mine stopes

BL Chetty, TM Walingo, CP Kruger, SJ Isaac - Mining, 2024 - mdpi.com
Stopes suffer from unreliable wireless communication due to their harsh environment. There
is a lack of confidence within industry regarding the effectiveness of existing solutions in …

Stateless reinforcement learning for multi-agent systems: The case of spectrum allocation in dynamic channel bonding WLANs

S Barrachina-Muñoz, A Chiumento… - 2021 Wireless Days …, 2021 - ieeexplore.ieee.org
Spectrum allocation in the form of primary channel and bandwidth selection is a key factor
for dynamic channel bonding (DCB) wireless local area networks (WLANs). To cope with …