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 …

Adaptive access selection algorithm for multi-service in 5G heterogeneous Internet of Things

A Zhu, M Ma, S Guo, Y Yang - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
5G heterogeneous network system incorporates multiple radio access technologies (RATs),
which enables the massive connection of Internet of things (IoT) devices and popularity of …

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 …

QoS-based multi-criteria handoff algorithm for femto-macro cellular networks

H Kalbkhani, S Jafarpour-Alamdari… - Wireless Personal …, 2018 - Springer
The hierarchical coexistence of femtocells and macrocells is a promising approach for
heterogeneous networks (HetNets), dealing mainly with indoor coverage issues and …

A comprehensive survey on mobility management in 5G heterogeneous networks: Architectures, challenges and solutions

E Gures, I Shayea, A Alhammadi, M Ergen… - IEEE …, 2020 - ieeexplore.ieee.org
With the rapid increase in the number of mobile users, wireless access technologies are
evolving to provide mobile users with high data rates and support new applications that …

Deciding handover points based on context-aware load balancing in a WiFi-WiMAX heterogeneous network environment

A Sarma, S Chakraborty, S Nandi - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The heterogeneous network (HetNet) is an important concept for next-generation wireless
Internet architecture and Internet of Things, where several wireless technologies can coexist …

[HTML][HTML] Machine learning algorithms in proactive decision making for handover management from 5G & beyond 5G

A Priyanka, P Gauthamarayathirumal… - Egyptian Informatics …, 2023 - Elsevier
In recent years, heterogeneous networks (HetNets) have drawn a lot of attention to
connecting devices that will enable everything to become smart, efficient, and fast. These …

A network selection method for handover in vehicle-to-infrastructure communications in multi-tier networks

E Ndashimye, NI Sarkar, SK Ray - Wireless Networks, 2020 - Springer
Network selection is very important for a successful handover in a multi-tier heterogeneous
networks. However, the primary challenges currently faced by research community is the …

A survey on femtocell handover management in dense heterogeneous 5G networks

R Ahmad, EA Sundararajan, A Khalifeh - Telecommunication Systems, 2020 - Springer
Abstract The Heterogeneous Network is widely used in the Fifth Generation wireless
network to solve the problem of increasing demand on wireless communication. Femtocell …

[HTML][HTML] Handover management in beyond 5g hetnet topologies with unbalanced user distribution

A Hatipoglu, MA Yazici, M Basaran, M Ardanuc… - Digital Communications …, 2024 - Elsevier
The increase in user mobility and density in modern cellular networks increases the risk of
overloading certain base stations in popular locations such as shopping malls or stadiums …