A survey on handover optimization in beyond 5G mobile networks: Challenges and solutions

S Alraih, R Nordin, A Abu-Samah, I Shayea… - IEEE …, 2023 - ieeexplore.ieee.org
Handover (HO) management is essential in mobile cellular networks. It ensures seamless
connectivity to the User Equipment (UE) while moving from one Base Station (BS) to another …

EMI and IEMI Impacts on the Radio Communication Network of Electrified Railway Systems: A Critical Review

Y Fan, L Zhang, K Li - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
The electrified railway system has been rapidly rolled out in many countries and regions in
the past decades, along with the transportation decarbonization agenda. The latest …

Machine learning-based handover failure prediction model for handover success rate improvement in 5g

M Manalastas, MUB Farooq, SMA Zaidi… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
This paper presents and evaluates a simple but effective approach for substantially reducing
inter-frequency handover (HO) failure rate. We build a machine learning model to forecast …

Self-Optimization of Handover Control Parameters for 5G Wireless Networks and Beyond

AI Mbulwa, HT Yew, A Chekima, JA Dargham - IEEE Access, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) networks consist of relatively smaller cells compared to legacy
networks. Therefore, a user will take a shorter time toward the cell edge. This exposes the …

MDT-based Intelligent Route Selection for 5G-Enabled Connected Ambulances

MUB Farooq, M Manalastas, H Qureshi… - … Conference on E …, 2022 - ieeexplore.ieee.org
The fifth generation of cellular network (5G) can facilitate in-ambulance patient monitoring,
diagnosis, and treatment by a remote specialist. However, 5G coverage and link quality can …

A Data Driven Framework for QoE-Aware Intelligent EN-DC Activation

SMA Zaidi, M Manalastas, MUB Farooq… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In emerging 5G networks, User Equipment camps traditionally on 4G network. Later, if the
user requests a 5G service, it can simultaneously camp on 4G and 5G using EUTRAN New …

Mobility Performance Analysis of RACH Optimization Based on Decision Tree Supervised Learning for Conditional Handover in 5G Beamformed Networks

SB Iqbal, U Karabulut, A Awada, AN Barreto… - arXiv preprint arXiv …, 2023 - arxiv.org
In 5G cellular networks, frequency range 2 (FR2) introduces higher frequencies that cause
rapid signal degradation and challenge user mobility. In recent studies, a conditional …

[PDF][PDF] Holistic Mobility Management leveraging Risk Averse Reinforcement Learning

MUB Farooq, SK Kasi, M Manalastas, C Zhu, B Sheen… - ai4networks.com
The trend towards denser base station deployment and multi-band operations in emerging
cellular networks has made mobility management and handover (HO) optimization a …

[PDF][PDF] Towards Deriving Analytical Model for Optimal Cell Overlap to Reduce Handover Signaling

MUB Farooq, SMA Zaidi, A Taufique, A Imran - ai4networks.com
The conventional network dimensioning and optimization approaches prioritize coverage
and capacity as the most vital components. However, handover signaling overhead has …