Skip to main content
Log in

Novel Anti-spoofing Methods Based on Discrete Wavelet Transform in the Acquisition and Tracking Stages of Civil GPS Receiver

  • Published:
International Journal of Wireless Information Networks Aims and scope Submit manuscript

Abstract

The growing dependence of critical civil infrastructure on Global Positioning System (GPS) makes GPS interference not only a safety threat, but also a matter of national security. Spoofing could pose a major threat for GPS navigation systems, so the GPS users have to gain an in-depth understanding of GPS spoofing. Therefore, spoofing countermeasure is a significant subject of research these days. In this paper, we utilize wavelets transform (WT) as a tool that effectively hinders the adverse activities of these groups, and then introduce two novel methods to mitigate spoofing in the acquisition and tracking processes. In the first suggested algorithm, using WT in the acquisition process, we control satellite constellation to mitigate spoofing errors. After generating the in-phase and quadrature correlator output signals, called I and Q respectively, we apply the wavelet db3 to the Q samples to remove their noise components. In the second method, WT is used in a tracking loop. In this way, we apply sym4 to the Q arm, which results in spoofing reduction. We apply our new algorithms to both simulated and measurement data sets, to shed light on its performance. Results show that both methods successfully mitigate the spoofing effect on the tested data sets.

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

Similar content being viewed by others

References

  1. M. R. Mosavi and M. R. Azarbad, Multipath error mitigation based on wavelet transform in L1 GPS receivers for kinematic applications, International Journal of Electronics and Communications, Vol. 67, No. 10, pp. 875–884, 2013.

    Article  Google Scholar 

  2. D. Borio and C. Gioia, A sum-of-squares approach to GNSS spoofing detection, IEEE Transactions on Earospace Electronic Systems, Vol. 52, No. 4, pp. 1756–1768, 2016.

    Article  Google Scholar 

  3. L. Scott, Anti-spoofing and authenticated signal architectures for civil navigation systems. In The 16th International Technical Meeting of the Satellite Division of the Institute of Navigation, pages 1543–1552, 2003.

  4. A. Cavaleri, M. Pini, L. Lo Presti and M. Fantino, Signal quality monitoring applied to spoofing detection. In The 24th International Technical Meeting of the Satellite Division of the Institute of Navigation, pages 1888–1897, 2011.

  5. A. Broumandan, A. Jafarnia-Jahromi, S. Daneshmand and G. Lachapelle, Overview of spatial processing approaches for GNSS structural interference detection and mitigation, Journal of GPS Solution, Vol. 104, No. 6, pp. 1–12, 2016.

    Google Scholar 

  6. A. Broumandan, A. J. Jahromi, V. Dehgahanian, J. Nielsen and G. Lachapelle, GNSS spoofing detection in handheld receivers based on signal spatial correlation. In IEEE/ION Position, Location and Navigation Symposium, pages 479–487, 2012.

  7. M. R. Mosavi and F. Shafiee, Narrowband interference suppression for GPS navigation using neural networks, Journal of GPS Solutions, Vol. 20, No. 3, pp. 341–351, 2016.

    Article  Google Scholar 

  8. S. C. Lo and P. K. Enge, Authenticating aviation augmentation system broadcasts. In IEEE/ION Position, Location and Navigation Symposium, pages 708–717, 2010.

  9. J. Magiera and R. Katulski, Detection and mitigation of GPS spoofing based on antenna array processing, Journal of Applied Research and Technology, Vol. 13, pp. 45–57, 2015.

    Article  Google Scholar 

  10. A. R. Baziar, M. Moazedi and M. R. Mosavi, A wavelet based spoofing error compensation technique for single frequency GPS stationary receiver, Journal of Aerospace Science and Technology, Vol. 10, No. 2, pp. 9–16, 2016.

    Google Scholar 

  11. P. S. Addison, The Illustrated Wavelet Transform Handbook, Institute of Physics Publishing, 2002.

  12. M. Benouaret, A. Sahourand and S. Harize, Real time implementation of a signal denoising approach based on eight-bits DWT, International Journal of Electronics and Communications, Vol. 66, No. 11, pp. 937–943, 2012.

    Article  Google Scholar 

  13. J. Tian and L. Yang, A novel GNSS weak signal acquisition using wavelet denoising method. In The Institute of Navigation, International Technical Meeting, pages 303–309, 2008.

  14. L. Musumeci and F. Dovis, Use of the wavelet transform for interference detection and mitigation in global navigation satellite systems, International Journal of Navigation and Observation, Vol. 2014, pp. 1–14, 2014.

    Article  Google Scholar 

  15. D. D. Eddine, D. Mohamed and T. A. Abddelmalik, Wavelet de-noising technique applied to the PLL of a GPS receiver embedded in an observation satellite, International Journal of Advanced Computer Science and Applications, Vol. 3, No. 2, pp. 106–110, 2012.

    Google Scholar 

  16. D. Djebouri, A. Djebbari and M. Djebbouri, Robust GPS satellite signal acquisition using lifting wavelet transform, Radio Engineering, Vol. 15, No. 1, pp. 47–52, 2006.

    Google Scholar 

  17. A. J. Jahromi, A. Broumandan, J. Nielsen and G. Lachapelle, GPS spoofer countermeasure effectiveness based on signal strength, noise power, and C/N0 observables, International Journal of Satellite Communications and Networking, Vol. 30, No. 4, pp. 181–191, 2012.

    Article  Google Scholar 

  18. K. Borre, D. M. Akos, N. Bertelsen, P. Rinder and S. H. Jensen, A Software-Defined GPS and Galileo Receiver: A Single-Frequency Approach, Birkhäuser, Boston, 2007.

    MATH  Google Scholar 

  19. X. Bing, G. Meng, S. Feng and L. Na, A novel method of multipath mitigation for C/A code tracking loop based on wavelet transform. In IEEE International Conference on Information and Automation, pages 705–709, June 2011.

  20. B. M. Ledvina, W. J. Bencze, B. Galusha and I. Miller, An in-line anti-spoofing device for legacy civil GPS receivers. In International Technical Meeting the Institute of Navigation, pages 689–712, Jan. 2010.

  21. M. R. Mosavi, A. Bazyar and M. Moazedi, A new wavelet based method for reduction of spoofing effect on single-frequency GPS receivers, Journal of Soft Computing and Information Technology, Vol. 3, No. 3, pp. 59–68, 2014.

    Google Scholar 

  22. J. Nielsen, V. Dehghanian and G. Lachapelle, Effectiveness of GNSS spoofing countermeasure based on receiver CNR measurements, International Journal of Navigation and Observation, Vol. 2012, pp. 1–9, 2012.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. R. Mosavi.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mosavi, M.R., Zebarjad, R. & Moazedi, M. Novel Anti-spoofing Methods Based on Discrete Wavelet Transform in the Acquisition and Tracking Stages of Civil GPS Receiver. Int J Wireless Inf Networks 25, 449–460 (2018). https://doi.org/10.1007/s10776-018-0397-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10776-018-0397-0

Keywords

Navigation