Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model.

Pang, Jingyue; Liu, Datong; Peng, Yu; Peng, Xiyuan

Pang, Jingyue; Liu, Datong; Peng, Yu; Peng, Xiyuan.

Afiliação

Pang J; School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150080, China. jypang@hit.edu.cn.
Liu D; School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150080, China. liudatong@hit.edu.cn.
Peng Y; School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150080, China. pengyu@hit.edu.cn.
Peng X; School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150080, China. pxy@hit.edu.cn.

Sensors (Basel) ; 19(3)2019 Feb 11.

Article em En | MEDLINE | ID: mdl-30754619

Palavras-chave

Gaussian process regression; Markov chain; collective anomalies; false positive; probability prediction; relevance vector machine; telemetry series

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Texto completo: 1 Temas: ECOS / Financiamentos_gastos Bases de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Aspecto: Patient_preference Idioma: En Revista: Sensors (Basel) Ano de publicação: 2019 Tipo de documento: Article País de afiliação: China

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