Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …

Unveiling the Potential of Artificial Intelligence and Machine Learning in the 5G Network Landscape: A Comprehensive Review

S Rizvi - Asian Journal of Research in Computer …, 2023 - publications.article4sub.com
Exploring successful case studies, scholars and industry experts concur that artificial
intelligence (AI) and 5G technology, as holistic solutions, exhibit remarkable efficiency. The …

Deep Learning‐Based Solutions for 5G Network and 5G‐Enabled Internet of Vehicles: Advances, Meta‐Data Analysis, and Future Direction

MS Almutairi - Mathematical Problems in Engineering, 2022 - Wiley Online Library
The advent of the 5G mobile network has brought a lot of benefits. However, it prompted new
challenges on the 5G network cybersecurity defense system, resource management …

Energy efficient resource allocation method for 5G access network based on reinforcement learning algorithm

S Zhao - Sustainable Energy Technologies and Assessments, 2023 - Elsevier
Abstract Edge computing and IIoT (Industrial Internet of Things) are two representative
application scenarios in 5G (5th Generation) mobile communication technology network …

On the performance of multiple association with mobility support in 5G ultra‐dense networks: Realistic network simulation

DA Bulti, Y Wondie - IET Communications, 2023 - Wiley Online Library
A user equipment (UE) in ultra‐dense networks (UDN) has a high chance of being in close
proximity to many cells. multiple association (MA) can be used to serve users with high data …

An DL-based approach for Packet Error Compensation using radio mobile network quality parameters in a rainfall scenario

R Avanzato, F Beritelli, C Rametta - Computer Networks, 2023 - Elsevier
This study proposes a new approach to guarantee the Quality of Service of mobile radio
links via Packet Error Rate (PER) compensation at varying levels of rainfall. Compared to …

A Trust-based Cooperative System for Efficient Wi-Fi Radio Access Networks

A Raschellà, MH Eiza, M Mackay, Q Shi… - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a novel trust-based cooperative system to facilitate efficient Wi-Fi
network access trading to solve the network congestion problem in a beneficial manner for …

Learning-aided client association control for high-density WLANs

W Wu, Y Liu, J Yao, X Fang, F Shan, M Yang, Z Ling… - Computer Networks, 2022 - Elsevier
As wireless local area network (WLAN) continues to become popular, there is an increasing
number of clients with huge data traffic demands. Especially, some high client-density …

A New Effective Strategy for User Association in Heterogeneous Networks

L Aziz, A El Gourari, S Achki - International Journal of Sensors …, 2023 - ingentaconnect.com
Introduction: Heterogeneous networks (HetNet) represent a promising technology that
satisfies the needs of mobile users. However, several problems have influenced the …

Performance Analysis and Enhancement of Delay-Sensitive and Energy-Hungry Mobile AI Applications With Edge Computing

A Mallik - 2024 - search.proquest.com
Artificial intelligence (AI) has enabled a new paradigm of smart applications, such as
extended reality (XR), which comprises mobile augmented reality (MAR), mixed (MR), and …