Deep learning-based modeling and prediction of GNSS time series: A comparative analysis of adaptive optimization algorithms

•For the first time in the literature, adaptive learning rate optimization methods are compared on GNSS time series data.•Deep learning methods are proposed for the prediction of GNSS time series data.•10 different deep learning methods and 4 different optimization algorithms were studied.•The best...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Advances in space research Jg. 76; H. 4; S. 2086 - 2103
Hauptverfasser:	Tabar, Mehmet Emin, Sisman, Yasemin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 15.08.2025
Schlagworte:	Adaptive learning optimization Deep learning GNSS Time series Deep learning Adaptive learning optimization GNSS Time series
ISSN:	0273-1177
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!