Estimation algorithm of dynamic systems’ parameters with invariant immersion usage

Authors

  • I. V. Burlai Rostov-on-Don Military Institute of the Rocket Troops, Russian Federation
  • M. A. Titov Rostov-on-Don Military Institute of the Rocket Troops, Russian Federation

DOI:

https://doi.org/10.3103/S073527270709004X

Abstract

The parameters identification problem for non-linear objects in case of minimum a priori information about probabilistic characteristic of measurement noise and disturbance is solved on the basis of dynamics inverse problems concept with the use of regularizing procedure. The developed algorithm is immune to input data errors and is focused on modern computers possibilities. The numerical simulation results are presented.

References

V. N. Vapnik, Dependences Restoration on the Empirical Data (Nauka, Moscow, 1979) [in Russian].

A. N. Tikhonov and M. V. Ufimtsev, Experiments Results Statistical Manipulation (Moscow State University Publisher, Moscow, 1988) [in Russian].

P. D. Krut’ko, Controlled Systems Dynamics Inverse Problems. Non-Linear Models (Nauka, Moscow, 1988) [in Russian].

E. Sage and J. Mels, The Estimation Theory and Its Application in Communications and Management (Svyaz’, Moscow, 1976) [in Russian].

I. V. Burlai, “Regular object’s condition estimation methods in dynamical and kinematical statement,” Izv. RAN. T and SU, No. 3 (2000).

E. Sage and J. Mels, Management Systems’ Identification (Nauka, Moscow, 1974) [in Russian].

A. A. Lebedev and N. Gerasyuta, The Rockets’ Ballistics (Mashinostroenie, 1970) [in Russian].

V. A. Yaroshevskii, Space Airships Entry into the Atmosphere (Nauka, 1988) [in Russian].

Published

2007-09-04