Datong Liu

Satellite Telemetry Data Anomaly Detection with Hybrid Similarity Measures

2017 · 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)

Anomaly detection based on telemetry data can improve the operating safety for spacecrafts. Most of the anomaly detection methods in this domain are based on Euclidean distance for similarity measure of monitoring parameters. However, the …

Data-Driven Anomaly Detection for UAV Sensor Data Based on Deep Learning Prediction Model

2019

Unmanned Aerial Vehicle (UAV) can accomplish various specific tasks and play an increasingly essential role in military, industrial and civil fields. However, the safety of the UAV is lower than that of manned aircraft, and …