Skip to main content
Log in

The quality analysis of GNSS satellite positioning data

  • Published:
Cluster Computing Aims and scope Submit manuscript

Abstract

Focused on the Beidou satellite system (BDS), dual satellite system (GPS/GLONASS) and three satellite system (BDS/GPS/GLONASS), the parameters influencing the quality of static and real-time dynamic positioning date of the GNSS systems, such as the multipath effect, ionospheric delay, data utilization rate and signal-to-noise ratio, number of satellites and accuracy factor PDOP value, have been comparatively analyzed in this paper. The results of tests have shown that compared to the single satellite system BDS the average multipath errors (mp1 and mp2) of multi satellite system fusion decreased by 18 and 8% respectively, due to the increase in the number of visible satellites in multi-satellite fusion, it is possible to compensate each other to a certain extent, thus weakening the influence of the multipath effect on the positioning results. When the cut-off angle is greater than 40°, the single system cannot meet the need of navigation and positioning, however having more visible satellites than the single system it is possible for multi satellite system fusion to maintain lower and more stable PDOP value for high precision positioning services.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

References

  1. Bu, J., Chen, Y., Zuo, X., Chang, J., Li, X.: The multi-system combination PPP computational performance analysis based on the UofC model. Bull. Surv. Mapp. 0(11), 11–16 (2017)

    Google Scholar 

  2. Bu, J., Zuo, X., Chang, J., Li, X., Dong, G.: Analysis of PPP positioning performance of BDS/GPS/GLONASS/Galileo multi-system integration. J. Kunming Univ. Sci. Technol. 42(S1), 40–48 (2017)

    Google Scholar 

  3. Jin, L., Ji, Y., Tang, W., et al.: Development and application of BDS/GPS satellite data quality checking software. J. Geodesy Geodyn. 36(9):837–840,846 (2016)

  4. Pan, L., Cai, C.: Software design and implementation for BeiDou data quality analysis. Eng. Surv. Mapp. 23(10), 67–71 (2014)

    Google Scholar 

  5. Yang, Z., Dai, W., Yu, W., Liao, J.: Quality aanlysis of GNSS date based on TEQC in different environments. J. Geodesy Geodyn. 30(05), 135–139 (2010)

    Google Scholar 

  6. Zhang, X., Yao, Q., Zhang, P., et al.: The visual expression and analysis of GNSS data quality based on TEQC. Bull. Surv. Mapp. 0(04), 26–29 (2014)

    Google Scholar 

  7. Yu, W., Dai, W., Yang, Z.: GNSS data analysis & pre-processing software design based on TEQC. J. Geodesy Geodyn. 30(5), 81–85 (2010)

    Google Scholar 

  8. Hummel, M., Bonnin, S., Lowy, E., et al.: TEQC: an R package for quality control in target capture experiments. Bioinformatics 27(9), 1316–1317 (2011)

    Article  Google Scholar 

  9. Abdullah, M., Misran, N., Ariff, N.N.M., et al.: Multipath comparison for GPS observation MASS station data and RTK station. Jurnal Kejuruteraan 22, 10–11 (2010)

    Google Scholar 

  10. Chen, J.: GPS monitoring data quality analysis using TEQC and RTKLIB. J. Navig. Position. 4(1), 126–130, 121 (2016)

  11. Wang, F.: Application of TEQC software in data analysis and processing. Electron. Technol. Softw. Eng. 04, 72–73 (2017)

    Google Scholar 

  12. Ge, Y., Fu, Y., Yang, Y.: Application of TEQC software in GPS data preprocessing and quality analysis. Heilongjiang Sci. Technol. Inf. 12(1), 8 (2010)

    Google Scholar 

  13. Zhu, J.: Multi-system GNSS Real-Time Data Quality Analysis and Software Realization. Southeast University, Dhaka (2015)

    Google Scholar 

  14. Zhu, J., Pan, S.: Raw data of GNSS decoded to standard RINEX format data and analysis of data quality. Mod. Surv. Mapp. 37(04), 8–10 (2014)

    Google Scholar 

  15. Su, H.: Data Quality Analysis Method and Software Design of iGMAS Monitoring Receiver. Graduate School of Chinese Academy of Sciences (National Center for time Teaching), Beijing (2014)

    Google Scholar 

  16. Wu, D.: Preprocessing and Quality Evaluation of GNSS Observation Data. Chang’an University, Xi’an (2015)

    Google Scholar 

  17. Wu, D., Wang, L., Zhang, Q., et al.: Implementation and verification analysis of the software of GNSS data quality check. J. Geomat. Sci. Technol. 32(4), 344–348 (2015)

    Google Scholar 

  18. Jia, P., Yang, L., Zhu, E.: Application and improvement of TEQC in GNSS data quality analysis. J. Navig. Position. 5(03), 77–83 (2017)

    Google Scholar 

  19. Zhang, Q., Yuan, Y., Peng, X., Fan, C.: Software design of GNSS observation data quality analysis. Coal Technol. 35(04), 100–102 (2016)

    Google Scholar 

  20. UNAVCO: TEQC the Toolkit for GPS/GLONASS/Galileo/SBAS/BeiDou/QZSS Data[EB/OL]. http://facility.Unavco.org/software/teqc/teqc.html. Accessed 15 Mar 2013

  21. Tian, Y., Hao, J., Yang, J., et al.: Data quality analysis of space-borne GPS for swarm satellites. J. Geodesy Geodyn. 38(1), 68–72 (2018)

    Google Scholar 

  22. Li, X., Cheng, P., Cheng, Y., Wan, J.: Quality analysis of GNSS data. Bull. Surv. Mapp. 0(3): 1–4, 8 (2017)

  23. Zhao, C., Bei, J., Dang, Y.: Analysis of data preprocessing based on TEQC. J. Navig. Position. 1(1), 84–88 (2013)

    Google Scholar 

  24. Lu, H.: Visual development of GNSS data quality analysis software based on TEQC[C].//academic Exchange Center of China Satellite Navigation system Administration Office. In: Proceedings of the 6th Annual Conference of China Satellite Navigation, S01 Beidou/GNSS Navigation Application, p. 5 (2015)

  25. Lu, H., Zhang, Y., Chen, Z., Cui, Y., Wang, Y., Zhou, T.: Research on the improvement of TEQC and its drawing Software in GNSS data preprocessing. Mar Surv. Mapp. 35(02), 69–72 (2015)

    Google Scholar 

  26. Tan, Y., Yuan, B., Bao, Z.: Research and implementation of GPS/BD/GLONASS multi-constellation quality Inspection [C]/4th China Satellite Navigation academic Annual Meeting (2013)

  27. Tian, Q., Wang, T.: Data quality check and analysis of single base station based on TEQC. Eng. Prospect. 45(02), 41–44 (2017)

    Google Scholar 

  28. Zhang, T., Bei, J., Gu, S.: Visualization and analysis of GNSS data quality check on Anubis. Sci. Surv. Mapp. 42(12), 163–170 (2017)

    Google Scholar 

  29. Fan, S., Guo, J., Kong, X.: Analyses on the systematic errors of point positioning based on TEQC. Sci. Surv. Mapp. 32(4):27–28, 34, 193 (2007)

  30. Guo, L., Li, J., Wei, R., et al.: Decoding and quality analysis of GNSS raw data based on OEM Board. J. Geodesy Geodyn. 38(1), 106–110 (2018)

    Google Scholar 

Download references

Acknowledgements

We wish to acknowledge the editor, associate editor, reviewers and anonymous referees for their essential contribution which have been very helpful in enhancing the quality of this paper. Yunnan Provincial University Engineering research center construction plan support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jinwei Bu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zuo, X., Bu, J., Li, X. et al. The quality analysis of GNSS satellite positioning data. Cluster Comput 22 (Suppl 3), 6693–6708 (2019). https://doi.org/10.1007/s10586-018-2524-1

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10586-018-2524-1

Keywords

Navigation