[HTML][HTML] An overview of reinforcement learning algorithms for handover management in 5G ultra-dense small cell networks
The fifth generation (5G) wireless technology emerged with marvelous effort to state, design,
deployment and standardize the upcoming wireless network generation. Artificial …
deployment and standardize the upcoming wireless network generation. Artificial …
[HTML][HTML] Intelligent handover triggering mechanism in 5G ultra-dense networks via clustering-based reinforcement learning
Q Liu, CF Kwong, S Wei, L Li, S Zhang - Mobile Networks and Applications, 2021 - Springer
Ultra-dense networks (UDNs) are considered as key 5G technologies. They provide mobile
users a high transmission rate and efficient radio resource management. However, UDNs …
users a high transmission rate and efficient radio resource management. However, UDNs …
A survey of machine learning applications to handover management in 5G and beyond
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 …
networks that need to be properly managed since it poses multiple threats to quality-of …
Velocity-aware handover self-optimization management for next generation networks
The fifth generation (5G) network is an upcoming standard for wireless communications that
coexists with the current 4G network to increase the throughput. The deployment of ultra …
coexists with the current 4G network to increase the throughput. The deployment of ultra …
[HTML][HTML] Self-optimization of handover control parameters for mobility management in 4G/5G heterogeneous networks
A Abdulraqeb, R Mardeni, AM Yusoff… - Automatic Control and …, 2019 - Springer
A large number of small cells in the next-generation mobile networks is expected to be
deployed to satisfy 5G requirements. Mobility management is one of the important issues …
deployed to satisfy 5G requirements. Mobility management is one of the important issues …
Adaptive handover decision using fuzzy logic for 5G ultra-dense networks
WS Hwang, TY Cheng, YJ Wu, MH Cheng - Electronics, 2022 - mdpi.com
With the explosive increase in traffic volume in fifth-generation (5G) mobile wireless
networks, an ultra-dense network (UDN) architecture, composed of highly concentrated …
networks, an ultra-dense network (UDN) architecture, composed of highly concentrated …
Advanced handover self-optimization approach for 4G/5G HetNets using weighted fuzzy logic control
The future fifth generation (5G) wireless communications support the ultra-dense networks
where deployments of a large number of small cells coexist with current 4G networks …
where deployments of a large number of small cells coexist with current 4G networks …
Intelligent handover decision scheme using double deep reinforcement learning
Handovers (HOs) have been envisioned to be more challenging in 5G networks due to the
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …
Enhancing 5G small cell selection: A neural network and IoV-based approach
IA Alablani, MA Arafah - Sensors, 2021 - mdpi.com
The ultra-dense network (UDN) is one of the key technologies in fifth generation (5G)
networks. It is used to enhance the system capacity issue by deploying small cells at high …
networks. It is used to enhance the system capacity issue by deploying small cells at high …
GRA‐based handover for dense small cells heterogeneous networks
M Alhabo, L Zhang, N Nawaz - IET Communications, 2019 - Wiley Online Library
Ultra‐dense small cell (SC) deployment in the future 5G network makes the architecture of
the network as heterogeneous networks (HetNets). This is a good solution to boost the …
the network as heterogeneous networks (HetNets). This is a good solution to boost the …