Skip to main content
Log in

Spatial Filtering of Signal Sources on the Basis of the Principle of Maximum Entropy in the Problem of Passive Direction Finding with Multibeam Antennas

  • Published:
Radiophysics and Quantum Electronics Aims and scope

We consider the methods of spatial filtering of input data used for passive monopulse direction finding. The algorithm of such filtering with employing the entropy approach is proposed. This method is realized using artificial neural networks. The results of simulation of its operation for various configurations of the multibeam antennas 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.

Similar content being viewed by others

References

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

    Google Scholar 

  2. A.A. Loginov, O. A. Morozov, and Yu. M. Semenova, Nizhny Novgorod Univ. Bull, No. 5 (2), 358 (2010).

    Google Scholar 

  3. A. Yu. Gumenyuk, A. G. Zaitsev, D. A. Timakov, and A. P. Linkevichus, N. É.Bauman Moscow State Tech. Univ. Bull., Ser. Priborostroen., 110, No. 5, 26 (2016).

    Google Scholar 

  4. O.V.Bolkhovskaya, I.V.Dushko, A.V.Panfilov, and A.G.Flaksman, Antenny, 177, No. 2, 47 (2012).

    Google Scholar 

  5. V. N. Tyapkin and I. A. Lubkin, M. F. Reshetnev Sibir. State Aerospace Univ. Bull., 28, No. 2, 39 (2010).

    Google Scholar 

  6. K.Yu.Gavrilov and M. A. Bogoslovskaya, Inf.-Izmer. Upr. Sist., 6, No. 9, 9 (2008).

    Google Scholar 

  7. A. A. Loginov, O. A. Morozov, Yu.M. Semenova, and V.R. Fidelman, Radiophys. Quantum Electron., 56, No. 7, 456 (2013).

    Article  ADS  Google Scholar 

  8. G. Cui, J. Liu, H. Li, and B. Himed, Sign. Proces., 108, 389 (2015).

    Article  Google Scholar 

  9. F. Cai, H. Fan, Z. Song, and Q. Fu, Chin. J. Aeronaut., 28, 1485 (2015).

    Article  Google Scholar 

  10. V. A. Pokhotin and S.V.Molostova, Immanuel Kant Baltic Federal Univ. Bull., Ser. Fiz.-Mat. Tekh. Nauki, No. 4, 112 (2010).

  11. E. V. Volkhonskaya, E.V.Korotey, and K. V. Vlasova, Immanuel Kant Baltic Federal Univ. Bull., Ser. Fiz.-Mat. Tekh. Nauki, No. 4, 56 (2015).

  12. V.T. Goryainov, A. G. Zhuravlev, and V. I. Tikhonov, Statistical Radio Engineering [in Russian], Sovetskoe Radio, Moscow (1980).

    Google Scholar 

  13. E. T. Janes, Phys. Rev., 106, No. 4, 620 (1957).

    Article  ADS  MathSciNet  Google Scholar 

  14. S. O. Haykin, Neural Networks and Learning Machines, Prentice-Hall, New York (2009).

    Google Scholar 

  15. H. Mushgil, H. Alani, and L. George, Int. J. Sci. Eng. Res., 9, No. 6, 773 (2015).

    Google Scholar 

  16. Yu.P.Grishin, V.P. Ipatov, and Yu.M. Kazarinov, Radioengineering Systems [in Russian], Vysshaya Shkola, Moscow (1990).

    Google Scholar 

  17. http://accord-framework.net/docs/html/R_Project_Accord_NET.htm.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yu. E. Chumankin.

Additional information

Translated from Izvestiya Vysshikh Uchebnykh Zavedenii, Radiofizika, Vol. 62, No. 2, pp. 147–156, February 2018.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Morozov, O.A., Fidelman, V.R. & Chumankin, Y.E. Spatial Filtering of Signal Sources on the Basis of the Principle of Maximum Entropy in the Problem of Passive Direction Finding with Multibeam Antennas. Radiophys Quantum El 62, 133–141 (2019). https://doi.org/10.1007/s11141-019-09961-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11141-019-09961-2

Navigation