Accurate user experience estimation through real-time throughput prediction with machine learning

This paper focuses on accurate throughput prediction for mobile broadband traffic to help Mobile Network Operators (MNOs) maximize network performance and to provide accurate estimation for user experience, Quality of Experience (QoE). In this work, we used real-world measurements from TEMS Investig...

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Bibliographic Details

Published in:	Ain Shams Engineering Journal
Main Authors:	Ahmed H. Eldeeb, Mohamed Nagah, Hesham Kamel, Wafaa Radi, Sara Fouad
Format:	Article
Language:	English
Published:	Elsevier 2025-10-01
Subjects:	QoS LTE Throughput ML Drive test
Online Access:	http://www.sciencedirect.com/science/article/pii/S2090447925003296