Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
a survey on handover and mobility management in 5G HetNets: current state, challenges, and future directions
Fifth-generation (5G) networks offer high-speed data transmission with low latency,
increased base station volume, improved quality of service (QoS), and massive multiple …
increased base station volume, improved quality of service (QoS), and massive multiple …
A framework to address mobility management challenges in emerging networks
The key enablers for emerging cellular networks (such as densification, concurrent
operation at multiple bands, and harnessing mmWave spectrum), give birth to a peculiar set …
operation at multiple bands, and harnessing mmWave spectrum), give birth to a peculiar set …
A data-driven self-optimization solution for inter-frequency mobility parameters in emerging networks
Densification and multi-band operation means inter-frequency handovers can become a
bottleneck for mobile user experience in emerging cellular networks. The challenge is …
bottleneck for mobile user experience in emerging cellular networks. The challenge is …
A survey of self-coordination in self-organizing network
Self-organizing network (SON) is a well-known approach to reduce the complexity and the
cost of cellular network management. It aims at replacing the manual configuration and …
cost of cellular network management. It aims at replacing the manual configuration and …
A survey on next-cell prediction in cellular networks: Schemes and applications
L Huang, L Lu, W Hua - IEEE Access, 2020 - ieeexplore.ieee.org
Mobility prediction is a powerful tool for network operators to optimize network performance.
From cell level, if network operators know the cells to which the users will be connected in …
From cell level, if network operators know the cells to which the users will be connected in …
Optimizing resource allocation in Ultra-Dense networks with UAV Assistance: A levy Flight-based approach
Due to the rapid expansion of high-speed wireless communications, the number of
customers has significantly increased. Ultra-dense networks (UDN) now support a greater …
customers has significantly increased. Ultra-dense networks (UDN) now support a greater …
A New Methodology for User Equipment Trajectory Prediction in Cellular Networks
J Sánchez-González, O Sallent… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
User mobility prediction can be exploited in cellular networks for different purposes, such as
enhancing the handover process, proactive resource allocation, proactive load balancing …
enhancing the handover process, proactive resource allocation, proactive load balancing …
Proactive Load Balancing Through Constrained Policy Optimization for Ultra-Dense Networks
M Huang, J Chen - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Designing an intelligent self-organizing network (SON) architecture is challenging for future
wireless networks. To meet the needs of SON, the reactive self-organizing model of the …
wireless networks. To meet the needs of SON, the reactive self-organizing model of the …
An LSTM‐based cell association scheme for proactive bandwidth management in 5G fog radio access networks
Cellular networks are evolving into dynamic, dense, and heterogeneous networks to meet
the unprecedented traffic demands which introduced new challenges for cell resource …
the unprecedented traffic demands which introduced new challenges for cell resource …