Deep reinforcement learning-based channel allocation for wireless lans with graph convolutional networks

K Nakashima, S Kamiya, K Ohtsu, K Yamamoto… - IEEE …, 2020 - ieeexplore.ieee.org
For densely deployed wireless local area networks (WLANs), this paper proposes a deep
reinforcement learning-based channel allocation scheme that enables the efficient use of …

Centralized channel allocation algorithm for IEEE 802.11 networks

H Balbi, N Fernandes, F Souza… - 2012 Global …, 2012 - ieeexplore.ieee.org
The sharing of the wireless spectrum is a major concern of network administrators. Access
points in the same network interfere with each other, degrading the aggregate performance …

Design of Indoor WLANs: combination of a ray-tracing tool with the BPSO method

J Moreno, M Domingo, L Valle… - IEEE Antennas and …, 2015 - ieeexplore.ieee.org
This article presents an approach that combines a ray-tracing tool with the binary version of
the particle swarm optimization (BPSO) method to the design of infrastructure-mode indoor …

WLAN planning: Separate and joint optimization of both access point placement and channel assignment

A Farsi, N Achir, K Boussetta - annals of telecommunications-annales des …, 2015 - Springer
In this paper, we are interested to the problem of designing wireless local networks
(WLANs), which involves deciding where to install the access points (APs), and assigning …

R-LIM: an affordable library search system based on RFID

JW Choi, DI Oh, IY Song - 2006 International Conference on …, 2006 - ieeexplore.ieee.org
With a large volume of materials today's libraries carry, locating the exact position of
materials is time-consuming. This is not true just for poorly managed libraries, but also for …

Battle of the bands: a long-term analysis of frequency band and channel distribution development in WLANs

S Lindroos, A Hakkala, S Virtanen - IEEE Access, 2022 - ieeexplore.ieee.org
In this article, we present the results of a long-term analysis of Wireless Local Area Network
(WLAN) frequency band and channel distribution development. To the best of our …

A deep-learning-based MAC for integrating channel access, rate adaptation and channel switch

J **n, W Xu, B Cao, T Wang, S Zhang - arxiv preprint arxiv:2406.02291, 2024 - arxiv.org
With increasing density and heterogeneity in unlicensed wireless networks, traditional MAC
protocols, such as carrier-sense multiple access with collision avoidance (CSMA/CA) in Wi …

Online channel selection and user association in high-density WiFi networks

L Wang, C Hua, R Zheng, N Rui - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In this paper, we consider the emerging deployment of WiFi networks in sports and
entertainment venues characterized by high-density, large capacity, and real-time service …

A CAPWAP-based solution for frequency planning in large scale networks of WiFi Hot-Spots

M Bernaschi, F Cacace, A Davoli, D Guerri… - Computer …, 2011 - Elsevier
We present the results of the experimental work we carried out to test a solution for
frequency planning developed for the Provincia di Roma network of WiFi Hot-Spots. This …

Effect of channel interference on indoor wireless local area network positioning

ECL Chan, G Baciu, SC Mak - 2010 IEEE 6th International …, 2010 - ieeexplore.ieee.org
Localization systems for indoor areas have recently been suggested that make use of
existing wireless local area network (WLAN) infrastructure and location fingerprinting …