SDN-based vertical handover decision scheme for 5G networks

J Rizkallah, N Akkari - 2018 IEEE Middle East and North Africa …, 2018 - ieeexplore.ieee.org
The fifth generation (5G) is expected to fulfil the future users' needs of mobile users by
proving them with the best connection while serving high data traffic volume with increased …

Machine learning aided holistic handover optimization for emerging networks

MUB Farooq, M Manalastas, SMA Zaidi… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
In the wake of network densification and multi-band operation in emerging cellular networks,
mobility and handover management is becoming a major bottleneck. The problem is further …

A Smart Handover Strategy for 5G mmWave Dual Connectivity Networks

VR Gannapathy, R Nordin, NF Abdullah… - IEEE …, 2023 - ieeexplore.ieee.org
The consideration of millimeter wave (mmWave) bands and ultra-dense deployment have
emerged as essential enabling solutions in Fifth Generation (5G) networks. However, these …

Deep learning based localization and HO optimization in 5G NR networks

R Klus, L Klus, D Solomitckii… - … on Localization and …, 2020 - ieeexplore.ieee.org
In the emerging 5G radio networks, beamforming-capable nodes are able to densely cover
narrow areas with a high-quality signal. Such systems require high-level handover …

Intelligent dual active protocol stack handover based on double DQN deep reinforcement learning for 5G mmWave networks

C Lee, J Jung, JM Chung - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
The recently proposed dual active protocol stack (DAPS) handover (HO) is one of the
mobility enhancements that can effectively reduce the handover interruption time (HIT) in 5G …

Recurrent neural networks for handover management in next-generation self-organized networks

Z Ali, M Miozzo, L Giupponi, P Dini… - 2020 IEEE 31st …, 2020 - ieeexplore.ieee.org
In this paper, we discuss a handover management scheme for Next Generation Self-
Organized Networks. We propose to extract experience from full protocol stack data, to make …

A MIH and SDN-based framework for network selection in 5G HetNet: Backhaul requirement perspectives

S Hu, X Wang, MZ Shakir - 2015 IEEE international conference …, 2015 - ieeexplore.ieee.org
Cell sizes of the Fifth Generation (5G) of mobile networks grow inexorably smaller because
of the massive Multiple-Input Multiple-Output (MIMO) and millimeter wave communication …

Handover in mobile WiMAX networks: The state of art and research issues

SK Ray, K Pawlikowski… - … Communications Surveys & …, 2010 - ieeexplore.ieee.org
The next-generation Wireless Metropolitan Area Networks, using the Worldwide
Interoperability for Microwave Access (WiMAX) as the core technology based on the IEEE …

Deep-mobility: A deep learning approach for an efficient and reliable 5g handover

RA Paropkari, A Thantharate… - … Conference on Wireless …, 2022 - ieeexplore.ieee.org
5G cellular networks are being deployed all over the world and this architecture supports
ultra-dense network (UDN) deployment. Small cells have a very important role in providing …

Self-Optimization of Handover Control Parameters for 5G Wireless Networks and Beyond

AI Mbulwa, HT Yew, A Chekima, JA Dargham - IEEE Access, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) networks consist of relatively smaller cells compared to legacy
networks. Therefore, a user will take a shorter time toward the cell edge. This exposes the …