Predicting broadband network performance with ai-driven analysis

S Ramagundam - Journal of Research Administration, 2023 - journalra.org
This review article analyses the substantial influence of artificial intelligence (AI) in
forecasting the performance of broadband networks. The examination encompasses crucial …

System analysis of QoS schedulers for XR traffic in 5G NR

K Koutlia, B Bojovic, S Lagén, X Zhang, P Wang… - … Modelling Practice and …, 2023 - Elsevier
Abstract Fifth Generation New Radio (5G NR) presents a new framework for Quality-of-
Service (QoS) management that especially fits cases for eXtended Reality (XR) traffic …

Platoonsafe: An integrated simulation tool for evaluating platoon safety

S Hasan, J Gorospe, S Girs, AA Gómez… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Platooning is highly tractable for enabling fuel savings for autonomous and semi-
autonomous cars and trucks. Safety concerns are one of the main impediments that need to …

[HTML][HTML] Enabling Technologies for the Navigation and Communication of UAS Operating in the Context of BVLOS

E Politi, P Purucker, M Larsen, RJD Reis, RT Rajan… - Electronics, 2024 - mdpi.com
Unmanned Aerial Systems (UAS) have rapidly gained attraction in recent years as a
promising solution to revolutionize numerous applications and meet the growing demand for …

Resource Demand Prediction for Network Slices in 5G using ML Enhanced with Network Models

LA Garrido, A Dalgkitsis, K Ramantas… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The new technologies introduced by 5G, such as network slicing, will improve the
capabilities of Vehicle-to-Vehicle (V2V) communications, enabling the introduction of a new …

Machine learning aided NR-V2X quality of service predictions

A Reyhanoglu, E Kar, FE Kumec… - 2023 IEEE Vehicular …, 2023 - ieeexplore.ieee.org
Vehicle-to-Everything Communication (V2X) technologies aim to meet strict quality-of-
service (QoS) requirements of vehicular connectivity applications such as safety message …

Prediction of communication delays in connected vehicles and platoons

S Hasan, J Gorospe, AA Gómez, S Girs… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
Automated vehicles connected through vehicle-to-vehicle communications can use onboard
sensor information from adjacent vehicles to provide higher traffic safety or passenger …

DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks

N Koursioumpas, L Magoula, I Stavrakakis… - arXiv preprint arXiv …, 2024 - arxiv.org
Beyond 5G and 6G networks are expected to support new and challenging use cases and
applications that depend on a certain level of Quality of Service (QoS) to operate smoothly …

[HTML][HTML] QoS prediction using EMD-BiLSTM for II-IoT-secure communication systems

Y Zeng, X Li - Journal of Intelligent Systems, 2024 - degruyter.com
To address the challenges of secure and reliable communication and system quality of
service (QoS) prediction in intelligent production lines (IPL) in the Industrial Intelligent …

On Transient Communication Outages among Collaborating Connected and Automated Vehicles

S Hasan - 2023 - search.proquest.com
Recent advances in wireless technology facilitating Vehicle-to-Vehicle (V2V) communication
have paved the way towards connected and more cooperative Intelligent Transportation …