Satellite On-Orbit Anomaly Detection Method Based on a Dynamic Threshold and Causality Pruning

It is difficult for existing deep learning-based satellite on-orbit anomaly detection methods to define the residual-based detection threshold and identify false anomalies. To solve the above problems, this paper proposes both a detection threshold determination and dynamic correction method and a c...

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Bibliographic Details
Main Authors: Siya Chen, Jin G., Xinyu Ma
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
GRU
Online Access:https://ieeexplore.ieee.org/document/9452172/