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 on Multi-AP coordination approaches over emerging WLANs: Future directions and open challenges

S Verma, TK Rodrigues, Y Kawamoto… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Recent advancements in wireless local area network (WLAN) technology include IEEE
802.11 be and 802.11 ay, often known as Wi-Fi 7 and WiGig, respectively. The goal of these …

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 …

Support of Real-Time Applications in Wi-Fi 8 with Multi-Ap Coordinated Parameterized Spatial Reuse

K Chemrov, D Bankov, E Khorov… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Parameterized Spatial Reuse (PSR) is a Wi-Fi 6 mechanism, which allows a station to
transmit its frame simultaneously with a trigger-based transmission from another network …

Multi-AP coordinated spatial reuse for Wi-Fi 8: Group creation and scheduling

D Nunez, M Smith, B Bellalta - 2023 21st Mediterranean …, 2023 - ieeexplore.ieee.org
Multi-Access Point Coordination (MAPC) will be a key feature in next generation Wi-Fi 8
networks. MAPC aims to improve the overall network performance by allowing Access …

[HTML][HTML] Beyond Wi-Fi 7: Spatial reuse through multi-AP coordination

P Imputato, S Avallone, M Smith, D Nunez, B Bellalta - Computer Networks, 2024 - Elsevier
Wi-Fi 7, based on the IEEE 802.11 be amendment, is designed to increase the maximum
achievable throughput, expand the range of operating frequencies, and improve latency and …

Throughput Analysis of IEEE 802.11 bn Coordinated Spatial Reuse

F Wilhelmi, L Galati-Giordano, G Geraci… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Multi-Access Point Coordination (MAPC) is becoming the cornerstone of the IEEE 802.11 bn
amendment, alias Wi-Fi 8. Among the MAPC features, Coordinated Spatial Reuse (C-SR) …

Federated spatial reuse optimization in next-generation Decentralized IEEE 802.11 WLANs

F Wilhelmi, J Hribar, SF Yilmaz, E Ozfatura… - arXiv preprint arXiv …, 2022 - arxiv.org
As wireless standards evolve, more complex functionalities are introduced to address the
increasing requirements in terms of throughput, latency, security, and efficiency. To unleash …

Cooperate or not Cooperate: Transfer Learning with Multi-Armed Bandit for Spatial Reuse in Wi-Fi

PE Iturria-Rivera, M Chenier… - … Machine Learning in …, 2024 - ieeexplore.ieee.org
The exponential increase in the demand for high-performance services such as streaming
video and gaming by wireless devices has posed several challenges for Wireless Local …

Spatial Reuse in IEEE 802.11 bn Coordinated Multi-AP WLANs: A Throughput Analysis

D Nunez, F Wilhelmi, L Galati-Giordano… - arXiv preprint arXiv …, 2024 - arxiv.org
IEEE 802.11 networks continuously adapt to meet the stringent requirements of emerging
applications like cloud gaming, eXtended Reality (XR), and video streaming services, which …