Skip to main content
Log in

Algorithm of Low-Flying Target Tracking in Monopulse Radar Stations Based on a Unscented Kalman Filter

  • THEORY AND METHODS OF SIGNAL PROCESSING
  • Published:
Journal of Communications Technology and Electronics Aims and scope Submit manuscript

Abstract

Using the model of multipath propagation of radio waves and the method of unscented Kalman filtering, a nonlinear adaptive algorithm for tracking low-flying targets in a monopulse radar station has been developed. This algorithm, in contrast to the extended Kalman filter, makes it possible to compensate for significant autocorrelated interference in measurements of the elevation angle of low-flying targets, arising from reflections of radio waves from the underlying surface. The results of simulation of the proposed algorithm are presented.

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.

Similar content being viewed by others

REFERENCES

  1. A. I. Leonov and K. I. Fomichev, Monopulse Radar (Radio i Svyaz’, Moscow, 1984) [in Russian].

    Google Scholar 

  2. S. M. Sherman and B. K. Barton, Monopulse Principles and Techniques (Artech House, London, 2011).

    Google Scholar 

  3. Y. Bar-Shalom, A. Kumar, W. D. Blair, and G. W. Groves, IEEE Trans. Aerosp. Electron. Syst. 30, 973 (1994).

    Article  Google Scholar 

  4. Y. Bar-Shalom and X.-R. Li, Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.

  5. A. Farina and Flavio A. Studer, Radar Data Processing RSP/Wiley, 1985.

  6. S. J. Julier and J. K. Uhlmann, Proc. IEEE 92, 401 (2004).

    Article  Google Scholar 

  7. E. A. Wan and R. van der Merwe, The Unscented Kalman Filter. Ch. 7: Kalman Filtering and Neural Networks, Ed. by S. Haykin (Wiley, New York, 2001), p. 221.

  8. A. N. Grachev, A. A. Fomichev, and S. V. Shurygin, Sist. Upravl. & Inform. Tekhnol., No. 1, 4 (2009) [in Russian].

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. N. Grachev.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Grachev, A.N., Kurbatsky, S.A. & Khomyakov, A.V. Algorithm of Low-Flying Target Tracking in Monopulse Radar Stations Based on a Unscented Kalman Filter. J. Commun. Technol. Electron. 66, 149–154 (2021). https://doi.org/10.1134/S1064226921020054

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S1064226921020054

Navigation