[HTML][HTML] A survey of handover management in mobile HetNets: current challenges and future directions

AU Rehman, MB Roslee, T Jun Jiat - Applied Sciences, 2023 - mdpi.com
With the rapid growth of data traffic and mobile devices, it is imperative to provide reliable
and stable services during mobility. Heterogeneous Networks (HetNets) and dense …

[HTML][HTML] Handover parameter for self-optimisation in 6G mobile networks: A survey

U Mahamod, H Mohamad, I Shayea, M Othman… - Alexandria Engineering …, 2023 - Elsevier
One of the most crucial issues in mobile networks is ensuring reliable and stable
connectivity during mobility. In recent years, numerous research has examined Fourth …

[HTML][HTML] Machine learning-based solutions for handover decisions in non-terrestrial networks

MK Dahouda, S Jin, I Joe - Electronics, 2023 - mdpi.com
The non-terrestrial network (NTN) is a network that uses radio frequency (RF) resources
mounted on satellites and includes satellite-based communications networks, high altitude …

[HTML][HTML] Research Trends in the Use of Machine Learning Applied in Mobile Networks: A Bibliometric Approach and Research Agenda

V García-Pineda, A Valencia-Arias, JC Patiño-Vanegas… - Informatics, 2023 - mdpi.com
This article aims to examine the research trends in the development of mobile networks from
machine learning. The methodological approach starts from an analysis of 260 academic …

Balanced5G-Fair Traffic Steering Technique using Data-Driven Learning in Beyond 5G Systems

A Thantharate, V Walunj, R Abhishek… - 2022 8th International …, 2022 - ieeexplore.ieee.org
The rapid adoption of the fifth generation (5G) communication systems and increasing data
consumption per device is exponentially growing mobile data traffic. Traffic Steering (TS) …

[HTML][HTML] Multi-connectivity-based adaptive fractional packet duplication in cellular networks

RA Paropkari, C Beard - Signals, 2023 - mdpi.com
Mobile networks of the fifth generation have stringent requirements for data throughput,
latency and reliability. Dual or multi-connectivity is implemented to meet the mobility …

AI-RAN in 6G Networks State-of-the-Art and Challenges

NA Khan, S Schmid - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …

LDRP: Device-Centric Latency Diagnostic and Reduction for Cellular Networks Without Root

Z Tan, J Zhao, Y Li, Y Xu, Y Guo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We design and implement LDRP, a device-based, standard-compliant solution to latency
diagnosis and reduction in mobile networks without root privilege. LDRP takes a data-driven …

Recent Advancements in Applications of Artificial Intelligence and Machine Learning for 5G Technology: A Review

A Nyalapelli, S Sharma, P Phadnis… - … on Paradigm Shifts …, 2023 - ieeexplore.ieee.org
As the fifth generation (5G) of wireless communication rolls out worldwide, conceptualized
use cases and disruptive industry solutions are being deployed to offer smooth, frictionless …

Network Slice Traffic Demand Prediction for Slice Mobility Management

MA Tariq, MM Saad, M Ajmal, A Siddiqa… - … in Information and …, 2024 - ieeexplore.ieee.org
5G revolutionizes connectivity with network slicing, but non-uniform slice deployment poses
challenges. Efficient slice handover mechanisms and predictive learning offer solutions. We …