发明申请
- 专利标题: SATELLITE ANOMALY DETECTION METHOD AND SYSTEM FOR ADVERSARIAL NETWORK AUTO-ENCODER
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申请号: US17255267申请日: 2020-02-18
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公开(公告)号: US20210174171A1公开(公告)日: 2021-06-10
- 发明人: Dechang Pi , Junfu Chen , Zhiyuan Wu
- 申请人: NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS
- 申请人地址: CN Jiangsu
- 专利权人: NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS
- 当前专利权人: NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS
- 当前专利权人地址: CN Jiangsu
- 优先权: CN201910195659.X 20190313
- 国际申请: PCT/CN2020/075658 WO 20200218
- 主分类号: G06N3/04
- IPC分类号: G06N3/04 ; G06N3/08 ; H04B7/185
摘要:
The present disclosure provides a satellite anomaly detection method and system for an adversarial network auto-encoder. The method includes: obtaining a variational auto-encoder and a generative adversarial network; adding the generative adversarial network to the variational auto-encoder, and determining an optimized variational auto-encoder; obtaining to-be-detected satellite telemetry data; and determining a current operating status of a satellite based on the to-be-detected satellite telemetry data by using the optimized variational auto-encoder, where the current operating status includes a normal operating state or an abnormal operating state. The satellite anomaly detection method and system for an adversarial network according to the present disclosure solve the low accuracy problem of automatic satellite anomaly detection in the prior art.
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