Efficient handover algorithm in 5G networks using deep learning

ZH Huang, YL Hsu, PK Chang… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
In 5G networks, microcells are densely deployed for the spatial reuse to cooperate with the
traditional macrocells, and thus a moving user equipment (UE) usually experiences a more …

Fuzzy-Logic-Based Handover Algorithm for 5G Networks

YS Chen, YJ Chang, MJ Tsai… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
A traditional 4G handover algorithm that performs well in a macro-cell-only network could
not be employed in the 5G network with the random distribution of small base stations due to …

An improved handover decision algorithm for 5G heterogeneous networks

SA Khan, I Shayea, M Ergen… - 2021 IEEE 15th …, 2021 - ieeexplore.ieee.org
Heterogeneous Network (HetNet) appears as one of the most potential solutions for Fifth
Generation (5G) mobile networks. It provides flexible and ubiquitous wireless connections to …

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 …

REM-based handover algorithm for next-generation multi-tier cellular networks

C Suarez-Rodriguez, BA Jayawickrama… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
The strongest-cell criterion has been extensively used for handover algorithms during the
last cellular-network generations. When network topologies become multi-layered, it results …

A survey of machine learning applications to handover management in 5G and beyond

MS Mollel, AI Abubakar, M Ozturk, SF Kaijage… - IEEE …, 2021 - ieeexplore.ieee.org
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication
networks that need to be properly managed since it poses multiple threats to quality-of …

[HTML][HTML] Handover decision-making algorithm for 5G heterogeneous networks

MI Goh, AI Mbulwa, HT Yew, A Kiring, SK Chung… - Electronics, 2023 - mdpi.com
The evolution of 5G small cell networks has led to the advancement of vertical handover
decision-making algorithms. A mobile terminal (MT) tends to move from one place to another …

Self-tuning handover algorithm based on fuzzy logic in mobile networks with dense small cells

KC Silva, Z Becvar, EHS Cardoso… - 2018 IEEE wireless …, 2018 - ieeexplore.ieee.org
Cellular networks are undergoing a major shift in their deployment and optimization. New
infrastructure elements, such as small base stations, are being massively deployed, thus …

State Aware‐Based Prioritized Experience Replay for Handover Decision in 5G Ultradense Networks

DF Wu, C Huang, Y Yin, S Huang… - Wireless …, 2022 - Wiley Online Library
The traditional handover decision methods depend on the handover threshold and
measurement reports, which cannot efficiently resolve the frequent handover issue and ping …

Machine-learning-based predictive handover

A Masri, T Veijalainen, H Martikainen… - 2021 IFIP/IEEE …, 2021 - ieeexplore.ieee.org
Good mobility performance is critical in cellular networks for ensuring that each user is
always connected to the best possible cell and that the handovers are executed timely to …