On the application of machine learning to the design of UAV-based 5G radio access networks

V Kouhdaragh, F Verde, G Gelli, J Abouei - Electronics, 2020 - mdpi.com
A groundbreaking design of radio access networks (RANs) is needed to fulfill 5G traffic
requirements. To this aim, a cost-effective and flexible strategy consists of complementing …

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 …

Intelligent base station placement in urban areas with machine learning

WR Loh, SY Lim, IFM Rafie, JS Ho… - IEEE Antennas and …, 2023 - ieeexplore.ieee.org
This letter presents a time-reliable machine learning model for accurate and rapid base
station placement in urban areas. Several real-world city data are used for training the …

Holistic learning and optimization scheme for wireless networks

A Husen, MH Chaudary, F Ahmad… - Transactions on …, 2024 - Wiley Online Library
Future networks are expected to use Artificial Intelligence and machine learning applications
intensely. The primary focus of machine learning techniques will be on intelligent …

AI for Wireless Network Optimization: Challenges and Opportunities

M Abusubaih - The Smart Cyber Ecosystem for Sustainable …, 2021 - Wiley Online Library
Summary Nowadays, Artificial Intelligence (AI) and Machine Learning (ML) are gaining
increased attention. The huge amount of information coupled with a plethora of multimedia …

[图书][B] Flexible network management in software defined wireless sensor networks for monitoring application systems

KM Modieginyane - 2018 - search.proquest.com
Abstract Wireless Sensor Networks (WSNs) are the commonly applied information
technologies of modern networking and computing platforms for application-specific …

Análisis para la implementación de políticas y equipamientos para fortalecer las redes inalámbricas de la UTB.

TS Morejón Mosquera - 2022 - dspace.utb.edu.ec
A medida que los beneficios de la tecnología inalámbrica llevan a las organizaciones a
emplear sus propias redes inalámbricas, el tema de la seguridad se ha vuelto cada vez más …

[PDF][PDF] A Survey on Selected Algorithm–Evolutionary, Deep Learning, Extreme Learning Machine

M Sornam, R Shalini - ijcoa.com
the aim of this paper is to discuss the concept of the evolutionary and machine learning
strategies. The genetic Algorithm is a satisfactory procedure for training multi-layer Feed …