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 …
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 …
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 …
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
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 …
(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 …
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
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 …
(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
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 …
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
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 …
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
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 …
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
Localization systems for indoor areas have recently been suggested that make use of
existing wireless local area network (WLAN) infrastructure and location fingerprinting …
existing wireless local area network (WLAN) infrastructure and location fingerprinting …