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 …

Survey on wireless network security

R Nazir, AA Laghari, K Kumar, S David… - Archives of Computational …, 2021 - Springer
A wireless network is used to connect various wired organizational structures and provide
connectivity within the organization for employees to move freely by avoiding the hurdle of a …

{ADR-X}:{ANN-Assisted} Wireless Link Rate Adaptation for {Compute-Constrained} Embedded Gaming Devices

H Yin, M Ramanujam, J Schaefer, S Adermann… - … USENIX Symposium on …, 2024 - usenix.org
The wireless channel between gaming console and accessories eg controllers and
headsets, experiences extremely rapid variations due to abrupt head and hand movements …

Deep reinforcement learning-based joint frame length and rate adaption for WLAN network

L Zhou, X Fang, R He, H Zhang - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Frame aggregation and physical rate adaptation are the most important enhancement for Wi-
Fi network. However, both of them involve certain tradeoffs between achieving higher …

Dynamic channel bonding using laser chaos decision maker in WLANs

H Kanemasa, A Li, M Naruse, N Chauvet… - … in Information and …, 2021 - ieeexplore.ieee.org
Channel bonding (CB) is one of the most important techniques to optimize the spectrum
efficiency in wireless local area networks (WLANs). IEEE 802.11 ac as the most widely used …

design and simulation of 1.2 mW power consumption ultra-wideband low noise amplifier for ultra-wideband wireless communications

A Elsayed, M Makkey - Menoufia Journal of Electronic Engineering …, 2022 - journals.ekb.eg
Nowadays, for the field of wireless communications, the good design of radio frequency
receiver for wireless comunication applications is considered one of the main targets in …

An on-demand channel bonding algorithm based on outage probability for large-scale industrial Internet of Things

W Sun, G Zhang, K Meng, G Han… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In Industrial Internet of Things (IIoT), a large number of wireless nodes communicate through
limited channel resources. Using IEEE802. 11ac/ah with multiple users multiple-input …

[BOK][B] Towards low-latency and ultra-reliable services in wireless communication

H Yin - 2023 - search.proquest.com
Abstract Ultra-Reliable and Low-Latency Communications (URLLC) services are critical for
a wide range of applications such as industrial automation, intelligent transportation …

[PDF][PDF] Contribution to the development of Wi-Fi networks through machine learning based prediction and classification techniques

SS Shaabanzadeh, J Sánchez-González - grcm.tsc.upc.edu
The growing number of Wi-Fi users and the emergence of bandwidth-intensive services
have necessitated an increase in Access Point (AP) density, resulting in more complex …

[PDF][PDF] Data-Driven Prediction Models for Wireless Network Configuration

SS Mohammed, F Theoleyre - International Conference on Advanced …, 2025 - hal.science
Wireless networks are widely used for a wide range of applications, from best-effort object
tracking solutions to robot control in smart factories. However, the performance of these …