Skip to main content
SpringerLink
Log in

Sensitivity problems in data processing and control

  • Published:
Gyroscopy and Navigation Aims and scope Submit manuscript

Abstract

The paper considers the applications of sensitivity theory to analyzing data processing and control systems in nondesign modes, to reducing error models, to simplifying filters in data processing systems and regulators in control systems, and to synthesizing systems with low or minimum sensitivity to modeling errors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Rozenwasser, E.N. and Yusupov, R.M., Chuvstvitel’nost’ sistem avtomaticheskogo upravleniya (Sensitivity of Automatic Control Systems), Moscow: Nauka, 1981.

    Google Scholar 

  2. Yusupov, R. and Rozenwasser, E., Sensitivity of Automatic Control Systems, Boca Raton: CRS Press, 1999.

    Google Scholar 

  3. Gorodetskii, V.I., et al., Metody teorii chuvstvitelnosti v avtomaticheskom upravlenii (Sensitivity Theory Methods in Automatic Control), Leningrad: Energiya, 1971.

    Google Scholar 

  4. Rozenwasser, E.N. and Yusupov, R.M., Chuvstvitel’nost’ sistem avtomaticheskogo upravleniya (Sensitivity of Automatic Control Systems), Leningrad: Energiya, 1969.

    Google Scholar 

  5. Ivanovskii, R.I. and Ignatov, A.A., Teoriya chuvstvitel’nostu v zadachakh upravleniya i otsenki (Sensitivity Theory in Control and Estimation Problems), Leningrad: Rumb, 1986.

    Google Scholar 

  6. Fetisov, V.N., Sensitivity Theory in Stochastic Control Problems, Tezisy dokladov 6-go Vsesoyuznogo soveshchaniya po teorii invariantnosti, teorii chuvstvitel’nosti i ikh primeneniyam (Proc. of 6th All-Union Conf. on Invariant Theory, Sensitivity Theory and Their Applications), Moscow, Institute of Control Sciences, 1982, pp. 114–115.

    Google Scholar 

  7. Fetisov, V.N. and Shteinberg, Sh.E., Development of Control Algorithms for Technological Processes with Inexact Identification Results, in Vopr. Prom. Kibernet. (Trudy TsNIIKA), 1973, issue 36, pp. 64–67.

  8. Fetisov, V.N., On the Problem of Controlling the Object with Unknown Parameter, Avtomat. Telemekhan., 1973, no. 8, pp. 64–67.

  9. Eslami, M., Theory of Sensitivity in Dynamic Systems. An Introduction, Berlin: Springer-Verlag, 1994.

    Google Scholar 

  10. Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., and Tarantola, S., Global Sensitivity Analysis: The Primer, Wiley, 2008.

  11. Chan, K., Tarantola, S., Saltelli, A., and Sobol’, I.M., in Sensitivity Analysis, Chan, K. and Scott, M., Eds., Chichester: John Wiley & Sons, 2000, p. 167.

    Google Scholar 

  12. Kleiber, M., Antunez, H., Hien, T.D., and Kowalczyk, P., Parameter Sensitivity in Nonlinear Mechanics: Theory and Finite Element Computations, New York: John Wiley & Sons, 1997.

    Google Scholar 

  13. Sensitivity Analysis, Saltelli, A., Chan, K., and Scott, E.M., Eds., Wiley Series in Probability and Statistics, New York: John Wiley & Sons, 2000.

    MATH  Google Scholar 

  14. http: //mas.exponenta.ru/literature/LSens.pdf

  15. Rivkin, S.S., Ivanovskii, R.I., and Kostrov, A.V., Statisticheskaya optimizatsiya (Statistical Optimization), Leningrad: Sudostroenie, 1976.

    Google Scholar 

  16. Dmitriev, S.P., Vysokotochnaya morskaya navigatsiya (High-Precision Marine Navigation), Leningrad: Sudostroenie, 1991.

    Google Scholar 

  17. Stepanov, O.A., Osnovy teorii otsenivaniya s prilozheniyami k zadache obrabotki navigatsionnoi informatsii (Fundamentals of the Estimation Theory with Applications to the Problems of Navigation Information Processing), St. Petersburg: Elektropribor, 2009.

    Google Scholar 

  18. Sinitsyn, I.N., Fil’try Kalmana i Pugacheva (Kalman and Pugachev Filters), Moscow: Logos, 2007.

    Google Scholar 

  19. Ivanovski, R.I. and Epshtein, M.K., Otsenka parametrov dvizheniya manevriruyushchikh ob”ektov (Estimating the Motion Parameters of Maneuvering Vehicles), Leningrad: Rumb, 1982.

    Google Scholar 

  20. http://mas.exponenta.ru/

  21. Ivanovski, R.I. and Taranov, A.G., Sintez mnogomernykh sistem (s zadannymi svoistvami) (Synthesis of Multidimensional Systems with Specified Characteristics), Moscow: Nauka, 1970.

    Google Scholar 

  22. Ivanovski, R.I. and Nesterov, A.V., Synthesis of Multidimensional Control Systems. Stability Problem, Trudy Mezhd. konf. po miagkim vychisleniyam i izmereniyam (Proc. Int. Conf. on Soft Computations and Measurements (SCM’2005)), St. Petersburg, 2005.

  23. Ivanovski, R.I., Teoriya veroyatnostei i matematicheskoi statistiki. Osnovy, prikladnye aspekty s primerami i zadachami v srede Mathcad (Probability Theory and Mathematical Statistics Theory. Fundamentals, Applications with Mathcad Examples and Tasks), St. Petersburg, BHV, 2008.

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. St. Petersburg State Polytechnical University, St. Petersburg, Russia

    R. I. Ivanovski

Authors
  1. R. I. Ivanovski
    View author publications

    You can also search for this author in PubMed Google Scholar

Additional information

Published in Russian in Giroskopiya i Navigatsiya, 2011, No. 1, pp. 90–105.

The article was translated by the author.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ivanovski, R.I. Sensitivity problems in data processing and control. Gyroscopy Navig. 2, 138–145 (2011). https://doi.org/10.1134/S2075108711030059

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S2075108711030059

Keywords

Search

Navigation