Skip to main content

Estimates of Trajectory Tubes of Uncertain Nonlinear Control Systems

  • Conference paper
Large-Scale Scientific Computing (LSSC 2009)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5910))

Included in the following conference series:

Abstract

The paper is devoted to state estimation problems for nonlinear dynamic control systems with states being compact sets. The studies are motivated by the theory of dynamical systems with unknown but bounded uncertainties without their statistical description. The trajectory tubes of differential inclusions are introduces as the set-valued analogies of the classical isolated trajectories of uncertain dynamical systems. Applying results related to discrete-time versions of the funnel equations and techniques of ellipsoidal estimation theory developed for linear control systems we present approaches that allow to find estimates for such set-valued states of uncertain nonlinear control systems.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chahma, I.A.: Set-valued discrete approximation of state- constrained differential inclusions. Bayreuth. Math. Schr. 67, 3–162 (2003)

    MathSciNet  Google Scholar 

  2. Chernousko, F.L.: State Estimation for Dynamic Systems. Nauka, Moscow (1988)

    Google Scholar 

  3. Chernousko, F.L., Ovseevich, A.I.: Properties of the optimal ellipsoids approximating the reachable sets of uncertain systems. J. Optimization Theory Appl. 120(2), 223–246 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  4. Dontchev, A.L., Farkhi, E.M.: Error estimates for discretized differential inclusions. Computing 41(4), 349–358 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  5. Dontchev, A.L., Lempio, F.: Difference methods for differential inclusions: a survey. SIAM Review 34, 263–294 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  6. Filippov, A.F.: Differential Equations with Discontinuous Right-hand Side. Nauka, Moscow (1985)

    MATH  Google Scholar 

  7. Filippova, T.F.: Sensitivity Problems for Impulsive Differential Inclusions. In: Proc. of the 6th WSEAS Conference on Applied Mathematics, Corfu, Greece (2004)

    Google Scholar 

  8. Filippova, T.F., Berezina, E.V.: On State Estimation Approaches for Uncertain Dynamical Systems with Quadratic Nonlinearity: Theory and Computer Simulations. In: Lirkov, I., Margenov, S., Waśniewski, J. (eds.) LSSC 2007. LNCS, vol. 4818, pp. 326–333. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  9. Filippova, T.F., Berezina, E.V.: Trajectory Tubes of Dynamical Control Systems with Quadratic Nonlinearity: Estimation Approaches. In: Proc. of the Int. Conf. Differential Equations and Topology, Moscow, Russia, pp. 246–247 (2008)

    Google Scholar 

  10. Häckl, G.: Reachable sets, control sets and their computation. Augsburger Mathematisch-Naturwissenschaftliche Schriften 7. PhD Thesis, University of Augsburg, Augsburg (1996)

    Google Scholar 

  11. Krasovskii, N.N., Subbotin, A.I.: Positional Differential Games. Nauka, Moscow (1974)

    MATH  Google Scholar 

  12. Kurzhanski, A.B.: Control and Observation under Conditions of Uncertainty. Nauka, Moscow (1977)

    Google Scholar 

  13. Kurzhanski, A.B., Filippova, T.F.: On the theory of trajectory tubes — a mathematical formalism for uncertain dynamics, viability and control. In: Kurzhanski, A.B. (ed.) Advances in Nonlinear Dynamics and Control: a Report from Russia. Progress in Systems and Control Theory, vol. 17, pp. 122–188. Birkhauser, Boston (1993)

    Google Scholar 

  14. Kurzhanski, A.B., Valyi, I.: Ellipsoidal Calculus for Estimation and Control. Birkhauser, Boston (1997)

    MATH  Google Scholar 

  15. Kurzhanski, A.B., Veliov, V.M. (eds.): Set-valued Analysis and Differential Inclusions. Progress in Systems and Control Theory, vol. 16. Birkhauser, Boston (1990)

    Google Scholar 

  16. Panasyuk, A.I.: Equations of attainable set dynamics. Part 1: Integral funnel equations. J. Optimiz. Theory Appl. 64(2), 349–366 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  17. Veliov, V.M.: Second order discrete approximations to strongly convex differential inclusions. Systems and Control Letters 13, 263–269 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  18. Veliov, V.: Second-order discrete approximation to linear differential inclusions. SIAM J. Numer. Anal. 29(2), 439–451 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  19. Wolenski, P.R.: The exponential formula for the reachable set of a Lipschitz differential inclusion. SIAM J. Control Optimization 28(5), 1148–1161 (1990)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Filippova, T.F. (2010). Estimates of Trajectory Tubes of Uncertain Nonlinear Control Systems. In: Lirkov, I., Margenov, S., Waśniewski, J. (eds) Large-Scale Scientific Computing. LSSC 2009. Lecture Notes in Computer Science, vol 5910. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12535-5_31

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-12535-5_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-12534-8

  • Online ISBN: 978-3-642-12535-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics