A peepholes method derives semantically annotated features from convolutional autoencoder activations to enable interpretable anomaly detection and localization in satellite attitude control telemetry.
FDI (R) for satellites: How to deal with high availability and robustness in the space domain?International Journal of Applied Mathematics and Computer Science, 22(1):99–107, 2012
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On-board Telemetry Monitoring in Autonomous Satellites: Challenges and Opportunities
A peepholes method derives semantically annotated features from convolutional autoencoder activations to enable interpretable anomaly detection and localization in satellite attitude control telemetry.