Research Article

A Deep Learning Anomaly Detection Framework for Satellite Telemetry with Fake Anomalies

Table 1

Configurations of the LSTMs.

ParametersConfiguration

Hidden layers4
Units in hidden layers128, 64, 32, 32
Batch size32
Input length 20
Dropout0.2
OptimizerAdam
Loss functionMean absolute error