Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding

Kyle Hundman, Valentino Constantinou, Christopher Laporte +2

As spacecraft send back increasing amounts of telemetry data, improved anomaly detection systems are needed to lessen the monitoring burden placed on operations engineers and reduc…