An overview of reinforcement learning algorithms for handover management in 5G ultra-dense small cell networks

J Tanveer, A Haider, R Ali, A Kim - Applied Sciences, 2022 - mdpi.com
The fifth generation (5G) wireless technology emerged with marvelous effort to state, design,
deployment and standardize the upcoming wireless network generation. Artificial …

A survey of handover management in mobile HetNets: current challenges and future directions

AU Rehman, MB Roslee, T Jun Jiat - Applied Sciences, 2023 - mdpi.com
With the rapid growth of data traffic and mobile devices, it is imperative to provide reliable
and stable services during mobility. Heterogeneous Networks (HetNets) and dense …

Surveying 5G techno-economic research to inform the evaluation of 6G wireless technologies

EJ Oughton, W Lehr - IEEE Access, 2022 - ieeexplore.ieee.org
Techno-economic assessment is a fundamental technique engineers use for evaluating new
communications technologies. However, despite the techno-economics of the fifth cellular …

Downlink performance analysis in MIMO UAV-cellular communication with LOS/NLOS propagation under 3D beamforming

D Alkama, MA Ouamri, MS Alzaidi, RN Shaw… - IEEE …, 2022 - ieeexplore.ieee.org
Integrating unmanned aerial vehicles (UAVs) as the base station is a recent progress and a
promising solution to assist cellular networks to improve coverage. In this paper, an …

Performance analysis of UAV multiple antenna-assisted small cell network with clustered users

MA Ouamri, D Singh, MA Muthanna, A Bounceur, X Li - Wireless Networks, 2023 - Springer
The emerging unmanned aerial vehicles (UAVs) are playing an important role to assist
cellular networks and provide ubiquitous coverage for cellular networks. UAVs can …

Modeling and analysis of uav-assisted mobile network with imperfect beam alignment

MA Ouamri, R Alkanhel, C Gueguen… - … Computers, Materials & …, 2023 - hal.science
With the rapid development of emerging 5G and beyond (B5G), Unmanned Aerial Vehicles
(UAVs) are increasingly important to improve the performance of dense cellular networks. As …

Double deep q-network method for energy efficiency and throughput in a uav-assisted terrestrial network

MA Ouamri, R Alkanhel, D Singh… - International Journal of …, 2023 - hal.science
Increasing the coverage and capacity of cellular networks by deploying additional base
stations is one of the fundamental objectives of fifth-generation (5G) networks. However, it …

Futuristic blockchain based scalable and cost-effective 5g vehicular network architecture

U Arshad, MA Shah, N Javaid - Vehicular Communications, 2021 - Elsevier
In the present era, smart and efficient vehicular network architectures are necessary due to
fast technological advancements in vehicles. Many problems arise in these complex …

Energy-efficient QoE-driven radio resource management method for 5G and beyond networks

M Beshley, N Kryvinska, H Beshley - IEEE Access, 2022 - ieeexplore.ieee.org
Energy-efficient Radio Resource Management (RRM) for 5G and beyond networks has
become a key research challenge due to increasing Small Cells (SCs) densities and the …

Enhanced uplink handover scheme for improvement of energy efficiency and QoS in LTE-A/5G HetNet with ultra-dense small cells

JH Jon, C Jong, KS Ryu, W Kim - Wireless Networks, 2024 - Springer
To construct a femtocell based ultra-dense network (UDN) is the important way to satisfy the
ever-growing data traffic demands in the next generation mobile networks. However, it …