[图书][B] Optimization of Handover, Survivability, Multi-Connectivity and Secure Slicing in 5G Cellular Networks Using Matrix Exponential Models and Machine Learning

RA Paropkari - 2022 - search.proquest.com
This works proposes optimization of cellular handovers, cellular network survivability
modeling, multi-connectivity and secure network slicing using matrix exponentials and …

ENHANCED MOBILITY MANAGEMENT ALGORITHMS FOR CELLULAR NETWORKS

응우엔, 민탕 - 2021 - oak.ulsan.ac.kr
The use of mobile phones and other portable devices is continuously increasing the
demand for high quality of experience (QoE) in wireless networks, such as huge data rate …

Machine-learning-based predictive handover

A Masri, T Veijalainen, H Martikainen… - 2021 IFIP/IEEE …, 2021 - ieeexplore.ieee.org
Good mobility performance is critical in cellular networks for ensuring that each user is
always connected to the best possible cell and that the handovers are executed timely to …

Deep-mobility: A deep learning approach for an efficient and reliable 5g handover

RA Paropkari, A Thantharate… - … Conference on Wireless …, 2022 - ieeexplore.ieee.org
5G cellular networks are being deployed all over the world and this architecture supports
ultra-dense network (UDN) deployment. Small cells have a very important role in providing …

Evolutionary 4G/5G network architecture assisted efficient handover signaling

A Jain, E Lopez-Aguilera, I Demirkol - IEEE access, 2018 - ieeexplore.ieee.org
Future wireless networks are expected to be ultra-dense and heterogeneous not just in
terms of the number and type of base stations but also in terms of the number of users and …

Predictive handover strategy in 6g and beyond: A deep and transfer learning approach

I Panitsas, A Mudvari, A Maatouk… - arXiv preprint arXiv …, 2024 - arxiv.org
Next-generation cellular networks will evolve into more complex and virtualized systems,
employing machine learning for enhanced optimization and leveraging higher frequency …

Intelligent target cell selection algorithm for low latency 5G networks

VO Nyangaresi, MA Al Sibahee, ZA Abduljabbar… - … : Selected Papers from …, 2022 - Springer
Security and efficiency during the handover process are critical challenges in 5G
heterogeneous networks owing to its strict low latency and security requirements. The 5G …

[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 …

Handover performance prioritization for public safety and emergency networks

RA Paropkari, C Beard… - 2017 IEEE 38th Sarnoff …, 2017 - ieeexplore.ieee.org
Handovers in a cellular system provide mobility and freedom to connect to any desired cell
at any instance. It is necessary to manage handovers better, to cater to the services that a …

PBPHS: a profile-based predictive handover strategy for 5G networks

J Sun, Y Zhang, M Trik - Cybernetics and Systems, 2024 - Taylor & Francis
One of the necessities of mobile networks is uninterrupted access to wireless services,
taking into account the requirements of quality of service. With the development of the fifth …