Deep Learning-aided Channel Allocation Scheme for WLAN
In the wireless local area networks (WLANs) based on the IEEE 802.11 technology, the
limited set of channels is shared by a large number of access points (APs), which inevitably …
limited set of channels is shared by a large number of access points (APs), which inevitably …
[HTML][HTML] Graph coloring using the reduced quantum genetic algorithm
SM Ardelean, M Udrescu - PeerJ Computer Science, 2022 - peerj.com
Genetic algorithms (GA) are computational methods for solving optimization problems
inspired by natural selection. Because we can simulate the quantum circuits that implement …
inspired by natural selection. Because we can simulate the quantum circuits that implement …
A Coral Reefs Optimization algorithm with substrate layer for robust Wi-Fi channel assignment
C Camacho-Gómez, I Marsa-Maestre… - Soft Computing, 2019 - Springer
In this paper, we tackle a problem of frequency assignment in Wi-Fi networks with a novel
evolutionary-type algorithm. In this version of the problem, we consider the interferences …
evolutionary-type algorithm. In this version of the problem, we consider the interferences …
Channel selection in uncoordinated ieee 802.11 networks using graph coloring
One of the big challenges in decentralized Wi-Fi networks is how to select channels for the
different access points (APs) and their associated stations (STAs) in order to minimize …
different access points (APs) and their associated stations (STAs) in order to minimize …
Democratic wireless channel assignment: Fair resource allocation in wi-fi networks
I Marsa-Maestre, JM Gimenez-Guzman… - IEEE Internet …, 2023 - ieeexplore.ieee.org
User experience is the ultimate quality of service criterion for modern WLAN networks.
However, network configuration approaches are mainly network-centric. We envision a …
However, network configuration approaches are mainly network-centric. We envision a …
[HTML][HTML] Spectrum graph coloring to improve Wi-Fi channel assignment in a real-world scenario via edge contraction
The present work deals with the problem of efficiently assigning Wi-Fi channels in a real-
world scenario, the Polytechnic School of the University of Alcalá. We first use proximity …
world scenario, the Polytechnic School of the University of Alcalá. We first use proximity …
Nonlinear negotiation approaches for complex-network optimization: a study inspired by Wi-Fi channel assignment
I Marsa-Maestre, E de la Hoz… - Group Decision and …, 2019 - Springer
At the present time, Wi-Fi networks are everywhere. They operate in unlicensed radio-
frequency spectrum bands (divided in channels), which are highly congested. The purpose …
frequency spectrum bands (divided in channels), which are highly congested. The purpose …
Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs
Abstract The Distributed Pseudo-tree Optimization Procedure (DPOP) is a well-known
message passing algorithm that provides optimal solutions to Distributed Constraint …
message passing algorithm that provides optimal solutions to Distributed Constraint …
On the goodness of using orthogonal channels in WLAN IEEE 802.11 in realistic scenarios
JM Gimenez-Guzman, I Marsa-Maestre… - Wireless …, 2018 - Wiley Online Library
Due to the high density of Wi‐Fi networks, especially in the unlicensed 2.4 GHz frequency
band, channel assignment has become a critical duty for achieving a satisfactory user …
band, channel assignment has become a critical duty for achieving a satisfactory user …
Hybrid quantum search with genetic algorithm optimization
SM Ardelean, M Udrescu - PeerJ Computer Science, 2024 - peerj.com
Quantum genetic algorithms (QGA) integrate genetic programming and quantum computing
to address search and optimization problems. The standard strategy of the hybrid QGA …
to address search and optimization problems. The standard strategy of the hybrid QGA …