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Идентификация параметров модели объекта в условиях внешних возмущений

https://doi.org/10.17285/0869-7035.2014.22.4.111-120

Abstract

The problem of identifying parameters of a model for a moving vehicle under external disturbances is considered. The latter are known to significantly affect the accuracy of model parameters. An approach to identification of model parameters under external disturbances is proposed. Estimates of the parameters are generated using an iterative procedure involving estimation of the vehicle state vector, which includes disturbance, and estimation of the vehicle model parameters using the method of least squares. The identified parameters are sufficiently stable to various external disturbances. The simulation results of the proposed approach are given. The approach was tested at full-scale tests.

About the Author

А. Е. Пелевин А. Е. Пелевин
ОАО «Концерн «ЦНИИ «Электроприбор» (С.-Петербург). Действительный член общественного объединения «Академия навигации и управления движением».
Russian Federation


References

1. Fossen, T.I. Guidance and Control of Ocean Vehicles. John Wiley & Sons. New York, 1999, 480 p.

2. Ljung, L. System Identification. Theory for the user: Second Edition, New Jersey, Prentice-Hall, 1999, 610p.

3. Ljung, L., Soderstrom, T. Theory and Practice of Recursive Identification. : MIT Press, London, 1985, 530p.

4. Astrom, K.J., Kallstrom, C.G. Identification of ship steering dynamics. // Automatica. 1976, v. 12, № 1, pp. 9-22

5. Astrom, K.J., Kallstrom, C.G. Experiences of System Identification Applied of Ship Steering. Automatica. 1981, V.17, No.1, pp.187-198.

6. Pereira ,J., Duncan, A. System identification of underwater vehicles //Proceedings of the Underwater Technology 2000 conference 23-26 May 2000, Tokyo, Japan

7. Tiano, А., Carreras, M., Ridao, P., Zirilli, A. Оn the identification of non linear models of unmanned underwater vehicles //Proceedings of the 10th Mediterranean Conference on Control and Automation - MED2002 Lisbon, Portugal, July 9-12, 2002.

8. Сотникова, М.В. Особенности идентификации параметров линейной модели бокового движения судна //Гироскопия и навигация, № 4, 2011. - С. 84-91.

9. Van Оverschee, Р., De Moor, B. Subspace identification for linear systems theory: implementation – applications, Kluwer Academic Publishers, Boston/London/Dordrecht, 1996, 254 р.

10. Mercиre, G., Bako, L. Parameterization and identification of multivariable state-space systems: a canonical approach // Automatica, № 47, 2011, pp. 1547–1555.

11. Dоhler, M., Mevel, L. Fast Multi-Order Stochastic Subspace Identification Proceedings of the 18th IFAC World Congress Milano (Italy) August 28 - September 2, 2011

12. Дмитриев, С.П. Задачи навигации и управления при стабилизации судна на траектории / С.П. Дмитриев, А.Е. Пелевин. – СПб.:ЦНИИ «Электроприбор», 2004, 160 с.

13. Пелевин, А.Е. Идентификация параметров модели морского подвижного объекта при периодическом движении с активным управлением // Гироскопия и навигация. - 2008. - № 4. С. 29-39. (Pelevin A.E. Parameter Identification for a Model of a Marine Vehicle Moving Periodically Under Active Control// Gyroscopy and Navigation, 2010, Vol. 1, No. 1, pp. 37–42. Pleiades Publishing, Ltd.)

14. Petersen, I.R., Savkin, A.V. Robust Kalman filtering for signals and systems with large uncertainties. Birkhauser, Boston, 1999, 200p.

15. Dmitriev, S.P., Pelevin, A.E. Optimization of the Ship’s Navigation and Controlling System and the Results of the Sea Trials. //iEEE A&E Systems Magazine, January, 2005. – P. 25-27.


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  . Giroskopiya i Navigatsiya. 2014;22(4):111-120. (In Russ.) https://doi.org/10.17285/0869-7035.2014.22.4.111-120

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ISSN 0869-7035 (Print)
ISSN 2075-0927 (Online)