[PDF][PDF] Intelligent Channel Change System for Wi-Fi Users

JMM Governo - 2023 - baes.uc.pt
Wireless Networks have become an indispensable part of society. Wi-Fi is the most common
type of Wireless Network and can be found in every home. In high-density areas, where …

Channel Selection Relying on Probabilistic Adjacent Channel Interference Analysis and Pattern Recognition

J Nogueira, S Sargento - Wireless Personal Communications, 2016 - Springer
Abstract The number of Wi-Fi devices and their requirements for bandwidth keep on
increasing, along with their hunger for spectrum. This fact is mostly noticeable in dense …

Wi-Fi channel selection based on urban interference measurement

S Kajita, T Amano, H Yamaguchi, T Higashino… - Proceedings of the 13th …, 2016 - dl.acm.org
Increasing availability and usability enhancement of Wi-Fi in public areas has become more
active. However, due to the dense deployment of Wi-Fi access points (APs), there is a …

Predictive Wi-Fi Network Selection: Enhancing User Experience through a Machine Learning-based Approach

V Akash, SM Howale, AJ Gupta… - 2023 4th IEEE …, 2023 - ieeexplore.ieee.org
With the increasing use of Wi-Fi in our devices at home and in offices, etc. it's imperative to
connect to an AP which provides seamless and smooth performance. This research paper …

[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 …

A new method for monitoring local channel conditions in wi-fi networks

L Wang, M Davis - 2022 33rd Irish Signals and Systems …, 2022 - ieeexplore.ieee.org
Wi-Fi as a Wireless Local Area Network (WLAN) technology is now widely deployed. The
basic access mechanism of CSMA/CA of Wi-Fi is the Distributed Coordination Function …

A Hierarchical Deep Learning Approach for Optimizing CCA Threshold and Transmit Power in Wi-Fi Networks

Y Huang, KW Chin - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
The nodes, eg, access points and clients, in current WiFi networks rely on carrier sense
multiple access (CSMA) for channel access. This means they rely on a clear channel …

An optimal distributed algorithm for best AP selection and load balancing in WiFi

U Shafi, M Zeeshan, N Iqbal… - … Conference on Smart …, 2018 - ieeexplore.ieee.org
The ubiquitous use of IEEE 802.11 has aggravated the need to make efficient use of
available bandwidth. Currently handoff decision in IEEE 802.11 is made based on the …

Enhancing Wi-Fi Signal Performance via Strategic Access Point Placement using Genetic Algorithm Approach

R Raman, V Kumar, BG Pillai… - … Conference on Data …, 2024 - ieeexplore.ieee.org
In this study, we tackle the challenge of optimizing Wi-Fi signal performance through
strategic access point (AP) placement, employing genetic algorithms (GAs) to address the …

Cluster-Based Station Reporting and Multi-Ap Coordination in Wi-Fi Networks

Z Abdelmageid - 2023 - search.proquest.com
Due to the few available Wi-Fi channels and the existence of other technologies, the
channel selected by an access point (AP) to be assigned to the network is of extreme …