The SMART handoff policy for millimeter wave heterogeneous cellular networks

Y Sun, G Feng, S Qin, YC Liang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The millimeter wave (mmWave) radio band is promising for the next-generation
heterogeneous cellular networks (HetNets) due to its large bandwidth available for meeting …

Big data perspective and challenges in next generation networks

K Sultan, H Ali, Z Zhang - Future Internet, 2018 - mdpi.com
With the development towards the next generation cellular networks, ie, 5G, the focus has
shifted towards meeting the higher data rate requirements, potential of micro cells and …

Distributed learning for energy-efficient resource management in self-organizing heterogeneous networks

AH Arani, A Mehbodniya, MJ Omidi… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In heterogeneous networks, a dense deployment of base stations (BSs) leads to increased
total energy consumption, and, consequently, increased cochannel interference (CCI). In …

Dynamic handoff policy for RAN slicing by exploiting deep reinforcement learning

Y Wu, G Zhao, D Ni, J Du - EURASIP Journal on Wireless Communications …, 2021 - Springer
It has been widely acknowledged that network slicing is a key architectural technology to
accommodate diversified services for the next generation network (5G). By partitioning the …

Fuzzy-based game theoretic mobility management for energy efficient operation in HetNets

K Vasudeva, S Dikmese, İ Güven, A Mehbodniya… - IEEE …, 2017 - ieeexplore.ieee.org
The dense deployment of heterogeneous networks (HetNets) has shown to be a promising
direction to cope with the capacity demands in the future 5G wireless networks. The large …

Research on user access selection mechanism based on maximum throughput for 5G network slicing

Y Lu, X Chen, R Xi, Y Chen - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
With the development of Internet of Things (IoT) and network technologies, traditional
networks cannot cope with the growth of network traffic and the changes in service …

Neuro-fuzzy controller for handover operation in 5G heterogeneous networks

O Semenova, A Semenov… - 2019 3rd International …, 2019 - ieeexplore.ieee.org
The paper suggests to apply a neuro-fuzzy controller in 5G heterogeneous networks in order
to improve the handover process. The architecture of the controller as well as input and …

Cost-effective policy for deployment of dense 5G RAN with fiber and wireless backhaul link

A Hore, A Paul, M Maitra - 2021 22nd Asia-Pacific Network …, 2021 - ieeexplore.ieee.org
Densification of network with numerous small cells is an important aspect of 5G radio access
network (RAN). Planning of backhaul connectivity for these small cells has become crucial …

Fuzzy logic game-theoretic approach for energy efficient operation in HetNets

K Vasudeva, S Dikmese, I Güvenç… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Densely-deployed heterogeneous networks (HetNets) with large number of small cell base
stations (SBSs) will constitute one of the main pillars of emerging 5G wireless systems …

Fuzzy Logic Based Handover Under Multi-Connectivity in Cellular-Connected UAV Communications

L Lai, FC Zheng, J Luo, D Feng - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cellular-connected unmanned aerial vehicle (UAV) communications is a promising solution
to enable UAVs' beyond visual line of sight operations. However, most of the current cellular …