Memory-full context-aware predictive mobility management in dual connectivity 5G networks

A Mohamed, MA Imran, P Xiao, R Tafazolli - IEEE Access, 2018 - ieeexplore.ieee.org
Network densification with small cell deployment is being considered as one of the dominant
themes in the fifth generation (5G) cellular system. Despite the capacity gains, such …

Enhancing handover for 5g mmwave mobile networks using jump Markov linear system and deep reinforcement learning

M Chiputa, M Zhang, GGMN Ali, PHJ Chong, H Sabit… - Sensors, 2022 - mdpi.com
The Fifth Generation (5G) mobile networks use millimeter waves (mmWaves) to offer gigabit
data rates. However, unlike microwaves, mmWave links are prone to user and topographic …

Machine learning aided holistic handover optimization for emerging networks

MUB Farooq, M Manalastas, SMA Zaidi… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
In the wake of network densification and multi-band operation in emerging cellular networks,
mobility and handover management is becoming a major bottleneck. The problem is further …

Efficient Mobility Management in Mobile Edge Computing Networks: Joint Handover and Service Migration

F Guo, M Peng - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been envisioned as an essential technology for latency-
critical applications by providing computing services in close proximity to mobile users …

Robust handover optimization technique with fuzzy logic controller for beyond 5G mobile networks

S Alraih, R Nordin, A Abu-Samah, I Shayea… - Sensors, 2022 - mdpi.com
Mobility management is an essential process in mobile networks to ensure a high quality of
service (QoS) for mobile user equipment (UE) during their movements. In fifth generation …

Self organizing method for handover performance optimization in LTE-advanced network

S Chaudhuri, I Baig, D Das - Computer Communications, 2017 - Elsevier
Classical wireless cellular networks configure semi-static values of handover decision
parameters, which are usually been modified manually by the operator at a certain time …

Data‐Driven Handover Optimization in Next Generation Mobile Communication Networks

PC Lin, LFG Casanova… - Mobile Information Systems, 2016 - Wiley Online Library
Network densification is regarded as one of the important ingredients to increase capacity
for next generation mobile communication networks. However, it also leads to mobility …

Research on 5g sa mobility management

P Lin, J Hou, X Xu - 2021 International Wireless …, 2021 - ieeexplore.ieee.org
SA is the target network architecture of 5G network evolution and development, which
adopts a brand new network deployment. But it will coexist with current LTE networks for …

WOA-NN: a decision algorithm for vertical handover in heterogeneous networks

D Parambanchary, V Malleswara Rao - Wireless Networks, 2020 - Springer
The heterogeneous network of a 4th generation not always support better communication
and mobility between the Wireless Access Networks. Hence, the vertical handoff is highly …

Joint server selection, cooperative offloading and handover in multi-access edge computing wireless network: A deep reinforcement learning approach

TM Ho, KK Nguyen - IEEE Transactions on Mobile Computing, 2020 - ieeexplore.ieee.org
Multi-access edge computing (MEC) is the key enabling technology that supports compute-
intensive applications in 5G networks. By deploying powerful servers at the edge of wireless …