Skip to main content

Research on Feature Extraction Method of No-Modeling System Error in BeiDou Orbit Determination Residual

  • Conference paper
  • First Online:
China Satellite Navigation Conference (CSNC) 2014 Proceedings: Volume III

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 305))

  • 2311 Accesses

Abstract

BeiDou navigation satellite precise orbit determination is one of the key technologies in BeiDou satellite navigation system application. To analyze the no-modeling system error in BeiDou navigation satellite system, this paper proposes Ensemble Empirical Mode Decomposition (EEMD) and Hilbert spectrum method for orbit determination residual feature extraction. Firstly, the feature extraction principle of EEMD and Hilbert spectrum is analyzed, and the method model of feature extraction is established, then Pseudo-range and carrier phase orbit determination residuals in BeiDou satellite navigation system are analyzed, finally, the proposed method is applied to multi-stations GEO receiving multiple BeiDou navigation satellite signals for the orbit residuals analyzing. The results show that the proposed method can accurately extract the 86,400 s period feature which is closely related to the time period items with one day in the BeiDou orbit residuals. It is very important for separating the no-modeling system error in BeiDou navigation satellite orbit determination residuals for improving the orbit determination precision.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Yang Y (2010) Progress, contribution and challenges of Compss/BeiDou satellite navigation system. Acta Geodacticaet Cartographica Sinica 39(1):1–6

    Google Scholar 

  2. Cui H, Tang G et al (2013) Initial data processing assessment of the BeiDou satellite navigation system. In: 64th International Astronautical Congress, B.2.1.1, Beijing, China

    Google Scholar 

  3. Huang NE, Shen Z, Long SR (1998) The Empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond 454:903–995

    Article  MATH  MathSciNet  Google Scholar 

  4. Flandrin P, Gonçalves P, Rilling G (2005) EMD equivalent filter banks: from interpretation to applications. Hilbert-Huang transform and its applications

    Google Scholar 

  5. Zi Y, Chen L, He Z (2010) Fault diagnosis of rotating machinery using adaptive ensemble empirical mode decomposition method. In: 23rd international proceedings of advances in maintenance and condition diagnosis technologies towards sustainable society, COMADEM, Naro, Japan, pp 409–416

    Google Scholar 

  6. Lue C, Yanyang Z, Zhengjia H, Wei C (2009) Research and application of ensemble empirical mode decomposition principle and 1.5 dimension spectrum method. J Xi’an Jiaotong Univ 43(5):94–98

    Google Scholar 

  7. Liu C, Wang J, Xu C, Gao J (2010) Integration of GPS/Pseudolites baseline solution based on empirical mode decomposition. Geomatics Inf Sci Wuhan Univ 35(8):996–1000

    Google Scholar 

  8. Wu Z, Huang NE (2009) Ensemble empirical mode decomposition: a noise-assisted data analysis method. Adv Adapt Data Anal 1:1–41

    Article  Google Scholar 

  9. Liu H, Li X, Ge L, Rizos C, Wang F (2011) Variable length LMS adaptive filter for pseudorange multipath mitigation. GPS Solution 15(1):29–38

    Article  MATH  Google Scholar 

Download references

Acknowledgements

The authors offer our sincere appreciation for Station CUT0/GSMD/JFNG providing BeiDou navigation satellite pseudo-range and carrier phase observation. This work was supported by the key project of National Nature Science Foundation of China (No. 41304026).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lue Chen .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Chen, L., Tang, G., Cui, H., Chen, M., Liu, H., Wang, M. (2014). Research on Feature Extraction Method of No-Modeling System Error in BeiDou Orbit Determination Residual. In: Sun, J., Jiao, W., Wu, H., Lu, M. (eds) China Satellite Navigation Conference (CSNC) 2014 Proceedings: Volume III. Lecture Notes in Electrical Engineering, vol 305. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54740-9_28

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-54740-9_28

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-54739-3

  • Online ISBN: 978-3-642-54740-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics