Automated Training and Deployment of Machine-Learning Models for Anomaly Detection in Telemetry

The past decade has seen scores of academic studies investigating the use of machine learning to automatically find anomalies in spacecraft telemetry streams. Despite the tremendous progress in this area, use of machine-learning at actual ground stations is not widespread. Much of this lack of adopt...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2022 IEEE Aerospace Conference (AERO) S. 1 - 13
Hauptverfasser:	Naik, Kedar, Palmer, Andrew, Kenworthy, John
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 05.03.2022
Schlagworte:	Analytical models Conferences Machine learning Microservice architectures Protocols Space vehicles Training
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!