Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

[PDF][PDF] Kholidy., et al.“A Survey Study For the 5G Emerging Technologies

A Hisham - Acta Scientific Computer Sciences, 2023 - researchgate.net
Abstract 5G is the next-generation mobile network, and it has been developed with the
purpose of covering the network requirements of today, and the future. 5G has the goal to …

Multi-connectivity for user throughput enhancement in 5G non-terrestrial networks

M Majamaa, H Martikainen… - … on Wireless and …, 2022 - ieeexplore.ieee.org
To meet the increasing throughput and reliability demands, satellites may be used to
complement the Fifth Gener-ation (5G) Terrestrial Networks (TNs). To increase the efficiency …

Performance of Handover Execution in Satellite Networks with Shadowed-Rician Fading

J Milojković, S Brkić, P Ivaniš… - 2023 16th International …, 2023 - ieeexplore.ieee.org
In this paper we analyze a user-centric handover procedure, which can be used to improve
the downstream communication from low Earth orbit satellite network to end-users, in …

Hierarchical rl for load balancing and qos management in multi-access networks

A Ornatelli, A Tortorelli, A Giuseppi… - … Conference on Control …, 2021 - ieeexplore.ieee.org
This paper deals with the problem of resource management in Multi-Access Networks. A
Reinforcement Learning based hierarchical control strategy is presented. The main …

Power Allocation for Content Transmission in Cache-Based Satellite-Terrestrial Integrated Networks

R Liu, S Han, M Sun, Y Liang… - 2024 IEEE/CIC …, 2024 - ieeexplore.ieee.org
For future 6G, satellite-terrestrial integrated networks (STINs) emerge as pivotal
technologies, aiming to deliver ubiquitous connectivity and bridging the gap to extend …

Iterative mpc for energy management and load balancing in 5g heterogeneous networks

A Ornatelli, A Tortorelli… - 2020 11th IEEE Annual …, 2020 - ieeexplore.ieee.org
Multi-Access Heterogeneous Networks introduced a step forward in modern communication
networks allowing the provision of reliable and efficient broadband services. However …

User-aware centralized resource allocation in heterogeneous networks

A Ornatelli, A Giuseppi, V Suraci… - … Conference on Control …, 2020 - ieeexplore.ieee.org
In the last two years, in Europe, 5G networks and services proliferated. The integration of 5G
networks with other radio access networks is considered one of the key enablers for …

4G and 5G NR Core Network Architecture

K Gowri, V Kavitha, A Mehbodniya… - Machine Learning for … - taylorfrancis.com
Beyond the 4G standards, the fifth generation of mobile telecommunications (5G) technology
will alter how high-bandwidth subscribers access their phones. It introduces a technique …

Network control systems for 5G multi-connectivity

A Ornatelli - 2021 - iris.uniroma1.it
This thesis aims to develop a network control framework when considering heterogeneous
access network technologies. The scenario of interest is when several services are using a …