Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning
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 …
position in providing Internet access thanks to their freedom of deployment and configuration …
MDG: measurement-driven guidelines for 802.11 WLAN design
Dense deployments of WLANs suffer from increased interference and as a result, reduced
capacity. There are three main functions used to improve the overall network capacity: a) …
capacity. There are three main functions used to improve the overall network capacity: a) …
DeepWiPHY: Deep learning-based receiver design and dataset for IEEE 802.11 ax systems
In this work, we develop DeepWiPHY, a deep learning-based architecture to replace the
channel estimation, common phase error (CPE) correction, sampling rate offset (SRO) …
channel estimation, common phase error (CPE) correction, sampling rate offset (SRO) …
IEEE 802.11 ax: Challenges and requirements for future high efficiency WiFi
MS Afaqui, E Garcia-Villegas… - IEEE wireless …, 2016 - ieeexplore.ieee.org
The popularity of IEEE 802.11 based wireless local area networks (WLANs) has increased
significantly in recent years because of their ability to provide increased mobility, flexibility …
significantly in recent years because of their ability to provide increased mobility, flexibility …
Intelligent channel bonding in 802.11 n WLANs
The IEEE 802.11 n standard defines channel bonding that allows wireless devices to
operate on 40 MHz channels by doubling their bandwidth from standard 20 MHz channels …
operate on 40 MHz channels by doubling their bandwidth from standard 20 MHz channels …
Next generation IEEE 802.11 Wireless Local Area Networks: Current status, future directions and open challenges
A new generation of Wireless Local Area Networks (WLANs) will make its appearance in the
market in the forthcoming years based on the amendments to the IEEE 802.11 standards …
market in the forthcoming years based on the amendments to the IEEE 802.11 standards …
Contention window optimization in IEEE 802.11 ax networks with deep reinforcement learning
W Wydmański, S Szott - 2021 IEEE wireless communications …, 2021 - ieeexplore.ieee.org
The proper setting of contention window (CW) values has a significant impact on the
efficiency of Wi-Fi networks. Unfortunately, the standard method used by 802.11 networks is …
efficiency of Wi-Fi networks. Unfortunately, the standard method used by 802.11 networks is …
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 …
Extremely High Throughput (EHT) amendment. Such feature represents a paradigm shift …
AI-enabled future wireless networks: Challenges, opportunities, and open issues
M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …
in the way future wireless network resources are managed. Indeed, when application …
IEEE 802.11 ax: High-efficiency WLANs
B Bellalta - IEEE wireless communications, 2016 - ieeexplore.ieee.org
IEEE 802.11 ax-2019 will replace both IEEE 802.11 n-2009 and IEEE 802.11 ac-2013 as the
next high-throughput WLAN amendment. In this article, we review the expected future WLAN …
next high-throughput WLAN amendment. In this article, we review the expected future WLAN …