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Research on Dimension Reduction Detection Technology of Space-Borne GPS Receiver Fault

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Proceedings of the 6th China High Resolution Earth Observation Conference (CHREOC 2019) (CHREOC 2019)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 657))

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Abstract

In order to realize dimension reduction detection of satellite-borne GPS receivers, the working mode and on-orbit historical fault mode of GPS receivers are analyzed, and a dimension reduction detection method of satellite-borne GPS receivers based on principal component analysis is proposed. The main components of the fault alarm variables are extracted from the on-orbit fault data samples of a satellite GPS receiver, and the fault features are effectively reduced in dimension, which is verified by historical fault simulation. The dimension reduction detection of satellite-borne GPS receivers is of great significance for ensuring the safe and stable operation of satellites in orbit and effectively realizing their mission.

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References

  1. Weichi T, Jingang H (2009) Spacecraft Systems Engineering, ISBN978-7-5046-5417-5, China Science and Technology Press, 4

    Google Scholar 

  2. Zhai Q (2004) Satellite-borne GPS receiver and its application, Papers Collection of 2004 National Academic Conference on Surveying and Mapping Instruments. 2004: 145–147

    Google Scholar 

  3. Jun Zhang (2014) Performance analysis of mobile phone software based on principal component analysis. Inf Technol 3:45–47

    Google Scholar 

  4. Huafei F, Wenjun W (2017) Flight load measurement technology based on principal component analysis. Value Eng 5:101–103

    Google Scholar 

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Authors and Affiliations

  1. China Academy of Space Technology, Beijing, China

    Zhang Xiaopeng, Wang Xiaochen, Zhuang Haixiao, Guo Yongfu, Chen Xi, Zuo Miao, Zhang Xiangyan, Wang Weiwei & Yang Ping

Authors
  1. Zhang Xiaopeng
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  2. Wang Xiaochen
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  3. Zhuang Haixiao
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  4. Guo Yongfu
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  5. Chen Xi
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  6. Zuo Miao
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  7. Zhang Xiangyan
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  8. Wang Weiwei
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  9. Yang Ping
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Corresponding author

Correspondence to Zhuang Haixiao .

Editor information

Editors and Affiliations

  1. China Aerospace Science and Technology Corporation, Beijing, China

    Liheng Wang

  2. Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China

    Yirong Wu

  3. Wuhan University, Wuhan, China

    Jianya Gong

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© 2020 Springer Nature Singapore Pte Ltd.

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Cite this paper

Xiaopeng, Z. et al. (2020). Research on Dimension Reduction Detection Technology of Space-Borne GPS Receiver Fault. In: Wang, L., Wu, Y., Gong, J. (eds) Proceedings of the 6th China High Resolution Earth Observation Conference (CHREOC 2019). CHREOC 2019. Lecture Notes in Electrical Engineering, vol 657. Springer, Singapore. https://doi.org/10.1007/978-981-15-3947-3_44

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  • DOI: https://doi.org/10.1007/978-981-15-3947-3_44

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-3946-6

  • Online ISBN: 978-981-15-3947-3

  • eBook Packages: EngineeringEngineering (R0)

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