Interference management in 5G and beyond networks: A comprehensive survey

N Trabelsi, LC Fourati, CS Chen - Computer Networks, 2023 - Elsevier
During the last decade, wireless data services have had an incredible impact on people's
lives in ways we could never have imagined. The number of mobile devices has increased …

Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey

Y Azimi, S Yousefi, H Kalbkhani, T Kunz - IEEE Access, 2022 - ieeexplore.ieee.org
One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is
network slicing, in which the network is partitioned into several separated logical networks …

Dynamic Resource Allocation Techniques for Wireless Network Data in Elastic Optical Network Applications

J Ge, K Wu, N Jamal, F Ullah - Mobile Networks and Applications, 2023 - Springer
Different devices and applications in wireless networks share spectrum resources
reasonably. However, there are still issues such as channel overlap and adjacent …

Mobility aware and energy-efficient federated deep reinforcement learning assisted resource allocation for 5G-RAN slicing

Y Azimi, S Yousefi, H Kalbkhani, T Kunz - Computer Communications, 2024 - Elsevier
Network slicing is one of the foundations for the realization of 5G and beyond. However, due
to the mobility of the users and the network dynamics, flexible and efficient radio access …