A review of software-defined WLANs: Architectures and central control mechanisms

B Dezfouli, V Esmaeelzadeh, J Sheth… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The significant growth in the number of WiFi-enabled devices as well as the increase in the
traffic conveyed through wireless local area networks (WLANs) necessitate the adoption of …

Coordinated dynamic spectrum management of LTE-U and Wi-Fi networks

S Sagari, S Baysting, D Saha, I Seskar… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
This paper investigates the co-existence of Wi-Fi and LTE networks in emerging unlicensed
frequency bands which are intended to accommodate multiple radio access technologies …

Joint power control and channel allocation for interference mitigation based on reinforcement learning

G Zhao, Y Li, C Xu, Z Han, Y **ng, S Yu - IEEE Access, 2019 - ieeexplore.ieee.org
In dense Wireless Local Area Networks (WLANs), high-density Access Points (APs) bring
severe interference that seriously affects the experience of users, resulting in lower …

Modeling the coexistence of LTE and WiFi heterogeneous networks in dense deployment scenarios

S Sagari, I Seskar… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Rapid increases in mobile data demand and inherently limited RF spectrum motivate the
use of dynamic spectrum sharing between different radio technologies such as WiFi and …

Novel learning-based spatial reuse optimization in dense WLAN deployments

I Jamil, L Cariou, JF Hélard - EURASIP Journal on Wireless …, 2016 - Springer
To satisfy the increasing demand for wireless systems capacity, the industry is dramatically
increasing the density of the deployed networks. Like other wireless technologies, Wi-Fi is …

QoS-driven efficient client association in high-density software-defined WLAN

J Chen, B Liu, H Zhou, Q Yu, L Gui… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
A software-defined wireless local area network (SDWLAN) has gained significant interest
recently from both the academic and industrial communities and initiated a paradigmatic …

Intelligent wireless networks: challenges and future research topics

M Abusubaih - Journal of Network and Systems Management, 2022 - Springer
Recently, artificial intelligence (AI) has become a primary tool of serving science and
humanity in all fields. This is due to the significant development in computing. The use of AI …

CADWAN: A control architecture for dense WiFi access networks

P Gallo, K Kosek-Szott, S Szott… - IEEE Communications …, 2018 - ieeexplore.ieee.org
The growing demands of ubiquitous computing are leading to the densification of wireless
access networks. The challenges of high density deployments can be addressed by network …

A machine learning approach for IEEE 802.11 channel allocation

O Jeunen, P Bosch, M Van Herwegen… - … on Network and …, 2018 - ieeexplore.ieee.org
Today's communication is mainly done over wireless networks, with IEEE 802.11 (Wi-Fi) at
the forefront. There are billions of devices and millions of access points (APs), but only very …

Queuing theory based co-channel interference analysis approach for high-density wireless local area networks

J Zhang, G Han, Y Qian - Sensors, 2016 - mdpi.com
Increased co-channel interference (CCI) in wireless local area networks (WLANs) is bringing
serious resource constraints to today's high-density wireless environments. CCI in IEEE …