Computer Science
2 years ago

New method slashes false alarms in spacecraft telemetry by 25%!

1 view
2022 IEEE Aerospace Conference (AERO)
A Matching-Based Method for Anomaly Verification in Spacecraft Telemetry
Tianyu Li, Mary L. Comer, Edward J. Delp, Sundip R. Desai, Richard H. Foster, Moses W. Chan

Paper Summary

An automatic method was developed to verify anomalies in spacecraft telemetry data. By comparing detected anomalies with normal data, the method reduced false alarms and improved anomaly detection accuracy.

Related papers

Theme background image
Computer Science
a year ago

New anomaly detection system identifies patterns in both normal and abnormal behavior.

Anomaly Detection
Intrusion Detection
Artificial Immune Systems
1 view
Theme background image
Computer Science
2 years ago

New method slashes false alarms in spacecraft telemetry by 25%!

Time Series Clustering
Anomaly Detection
Econophysics
2 views
Theme background image
Computer Science
3 years ago

Human feedback boosts accuracy of anomaly detectors in real-world scenarios.

Anomaly Detection
Intrusion Detection
Concept Drift
2 views