Detecting Anomalies of Satellite Power Subsystem via Stage-Training Denoising Autoencoders

Satellite telemetry data contains satellite status information, and ground-monitoring personnel need to promptly detect satellite anomalies from these data. This paper takes the satellite power subsystem as an example and presents a reliable anomaly detection method. Due to the lack of abnormal data...

Descripción completa

Detalles Bibliográficos
Autores principales: Jin, Weihua, Sun, Bo, Li, Zhidong, Zhang, Shijie, Chen, Zhonggui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679529/
https://www.ncbi.nlm.nih.gov/pubmed/31336565
http://dx.doi.org/10.3390/s19143216

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679529/
https://www.ncbi.nlm.nih.gov/pubmed/31336565
http://dx.doi.org/10.3390/s19143216

Ejemplares similares