M.V. Burnashev

Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127051 Russia

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For citation: Burnashev M.V. On detection of Gaussian stochactic vectors. Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, 2018, vol. 160, no. 2, pp. 250–257.

Для цитирования: Burnashev M.V. On detection of Gaussian stochactic vectors // Учен. зап. Казан. ун-та. Сер. Физ.-матем. науки. – 2018. – Т. 160, кн. 2. – С. 250–257.

Abstract

The problem of minimax detection of a Gaussian random signal vector in white Gaussian additive noise has been considered. We suppose that an unknown vector σ of the signal vector intensities belongs to the given set E. We have investigated when it is possible to replace the set E (and, in particular, by a single point σ0) by a smaller set E0 without quality loss.

Keywords: detection, minimax, reduction

Acknowledgements. The research was supported the Russian Foundation for Basic Research (project no. 15-01-08051).

References

1. Wald A. Statistical Decision Functions. New York, John Wiley & Sons, 1950. ix+179 p.

2. Burnashev M.V. On the minimax detection of an inaccurately known signal in a white Gaussian noise background.  Theory Probab. Appl., 1979, vol. 24, no. 1, pp. 106–119. doi: 10.1137/1124008.

3. Zhang W., Poor  H.V. On minimax robust detection of stationary Gaussian signals in white Gaussian noise. IEEE Trans. Inf. Theory, 2011, vol. 57, no. 6, pp. 3915–3924. doi: 10.1109/TIT.2011.2136210.

4. Burnashev M.V. On detection of Gaussian stochastic sequences. Probl. Inf. Transm., 2017, vol. 53, no. 4. pp. 349–367. doi: 10.1134/S0032946017040044.

5. Lehmann E.L. Testing of Statistical Hypotheses. New York, John Wiley & Sons, 1959. 369 p.

6. Ponomarenko L.S. On estimating distributions of normalized quadratic forms of normally distributed random variables. Theory Probab. Appl., 1985, vol. 30, no. 3, pp. 580–584. doi: 10.1137/1130071.

7. Bakirov N.K. Comparison theorems for distribution functions of quadratic forms of Gaussian vectors. Theory Probab. Appl., 1995, vol. 40, no. 2, pp. 340–348. doi: 10.1137/1140035.

8. Burnashev M.V. Two theorems on distribution of gaussian quadratic forms. Probl. Inf. Transm., 2017, vol. 53, no. 3, pp. 3–15.

Recieved

December 11, 2017

   

Burnashev Marat Valievich, Doctor of Physics and Mathematics, Leading Researcher

Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences

Bolshoy Karetny pereulok 19, str. 1, Moscow, 127051 Russia

E-mail:  burn@iitp.ru

 

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