2 papers
cs.LG2026
Deep Learning-Based Anomaly Detection in Spacecraft Telemetry on Edge Devices
Christopher Goetze, Tim Schlippe, Daniel Lakey
Spacecraft anomaly detection is critical for mission safety, yet deploying sophisticated models on-board presents significant challenges due to hardware constraints. This paper inv…
cs.LG2025
European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry
Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski +8
Machine learning has vast potential to improve anomaly detection in satellite telemetry which is a crucial task for spacecraft operations. This potential is currently hampered by a…