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 IEEE 802.11 be WLANs

A López-Raventós, B Bellalta - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
The multi-link operation (MLO) is a new feature proposed to be part of the IEEE 802.11 be
Extremely High Throughput (EHT) amendment. Such feature represents a paradigm shift …

AI-enabled reliable QoS in multi-RAT wireless IoT networks: Prospects, challenges, and future directions

K Zia, A Chiumento… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Wireless IoT networks have seen an unprecedented rise in number of devices,
heterogeneity and emerging use cases which led to diverse throughput, reliability and …

Dynamic traffic allocation in IEEE 802.11 be multi-link WLANs

A López-Raventós, B Bellalta - IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
The multi-link operation (MLO) is a key feature of the next IEEE 802.11 be Extremely High
Throughput amendment. Through its adoption, it is expected to enhance users' experience …

IEEE 802.11 be multi-link operation: When the best could be to use only a single interface

A López-Raventós, B Bellalta - 2021 19th Mediterranean …, 2021 - ieeexplore.ieee.org
The multi-link operation (MLO) is a new feature proposed to be part of the IEEE 802.11 be
Extremely High Throughput (EHT) amendment. Through MLO, access points and stations …

Deep Learning-aided Channel Allocation Scheme for WLAN

W Lee, JB Seo - IEEE Wireless Communications Letters, 2023 - ieeexplore.ieee.org
In the wireless local area networks (WLANs) based on the IEEE 802.11 technology, the
limited set of channels is shared by a large number of access points (APs), which inevitably …

Improving the spatial reuse in ieee 802.11 ax wlans: A multi-armed bandit approach

A Bardou, T Begin, A Busson - … of the 24th International ACM Conference …, 2021 - dl.acm.org
The latest amendment 802.11 ax to the IEEE 802.11 standard, better known by its
commercial name Wi-Fi 6, includes a feature that aims at improving the spatial reuse of a …

Investigating inclusiveness and backward compatibility of ieee 802.11 be multi-link operation

D Medda, A Iossifides, P Chatzimisios… - … IEEE Conference on …, 2022 - ieeexplore.ieee.org
Nowadays is not possible to avoid considering the coexistence and the fusion of different
wireless technologies as completely separated entities. The ever-growing number of …

Analysis of a Multi-Armed Bandit solution to improve the spatial reuse of next-generation WLANs

A Bardou, T Begin, A Busson - Computer Communications, 2022 - Elsevier
The next generation of WLANs will be, for the most part, ubiquitous in urban areas, densely
deployed, and implementing the latest amendment of IEEE 802.11 standard, namely 802.11 …