Jiakai Xu

MAG: A Novel Approach for Effective Anomaly Detection in Spacecraft Telemetry Data

2023 · IEEE Transactions on Industrial Informatics

Anomaly detection is a crucial matter to ensure the spacecraft stability. During the spacecraft operation, sensors and controllers generate a large volume of multidimensional time series telemetry data with long periodicity, and one key point …