Skip to main content

Stabilizability and Control Co-Design for Discrete-Time Switched Linear Systems

  • Chapter
  • First Online:
  • 758 Accesses

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 475))

Abstract

In this work we deal with the stabilizability property for discrete-time switched linear systems. First we provide a constructive necessary and sufficient condition for stabilizability based on set-theory and the characterization of a universal class of Lyapunov functions. Such a geometric condition is considered as the reference for comparing the computation-oriented sufficient conditions. The classical BMI conditions based on Lyapunov-Metzler inequalities are considered and extended. Novel LMI conditions for stabilizability, derived from the geometric ones, are presented that permit to combine generality with convexity. For the different conditions, the geometrical interpretations are provided and the induced stabilizing switching laws are given. The relations and the implications between the stabilizability conditions are analyzed to infer and compare their conservatism and their complexity. The results are finally extended to the problem of the co-design of a control policy, composed by both the state feedback and the switching control law, for discrete-time switched linear systems. Constructive conditions are given in form of LMI that are necessary and sufficient for the stabilizability of systems which are periodic stabilizable.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
Price excludes VAT (USA)
  • Durable hardcover 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

Learn about institutional subscriptions

References

  1. Antunes, D., Heemels, W.P.M.H.: Linear quadratic regulation of switched systems using informed policies. IEEE Trans. Autom. Control 62, 2675–2688 (2017)

    Article  MathSciNet  Google Scholar 

  2. Bertsekas, D.P.: Infinite-time reachability of state-space regions by using feedback control. IEEE Trans. Autom. Control 17, 604–613 (1972)

    Article  MathSciNet  Google Scholar 

  3. Blanchini, F., Miani, S.: Set-Theoretic Methods in Control. Birkhäuser (2008)

    Google Scholar 

  4. Blanchini, F.: Ultimate boundedness control for discrete-time uncertain systems via set-induced Lyapunov functions. IEEE Trans. Autom. Control 39, 428–433 (1994)

    Article  MathSciNet  Google Scholar 

  5. Blanchini, F.: Nonquadratic Lyapunov functions for robust control. Automatica 31, 451–461 (1995)

    Article  MathSciNet  Google Scholar 

  6. Blanchini, F., Savorgnan, C.: Stabilizability of switched linear systems does not imply the existence of convex Lyapunov functions. Automatica 44, 1166–1170 (2008)

    Article  MathSciNet  Google Scholar 

  7. Bochnak, J., Coste, M., Roy, M.-F.: Real Algebraic Geometry. Springer, Berlin (1998)

    Chapter  Google Scholar 

  8. Daafouz, J., Riedinger, P., Iung, C.: Stability analysis and control synthesis for switched systems : a switched Lyapunov function approach. IEEE Trans. Autom. Control 47, 1883–1887 (2002)

    Article  MathSciNet  Google Scholar 

  9. Deaecto, G.S., Geromel, J.C., Daafouz, J.: Dynamic output feedback H\(_\infty \) control of switched linear systems. Automatica 47(8), 1713–1720 (2011)

    Google Scholar 

  10. Fiacchini, M., Jungers, M.: Necessary and sufficient condition for stabilizability of discrete-time linear switched systems: a set-theory approach. Automatica 50(1), 75–83 (2014)

    Article  MathSciNet  Google Scholar 

  11. Fiacchini, M., Tarbouriech, M.: Control co-design for discrete-time switched linear systems. Automatica 82, 181–186 (2017)

    Article  MathSciNet  Google Scholar 

  12. Fiacchini, M., Girard, A., Jungers, M.: On the stabilizability of discrete-time switched linear systems: novel conditions and comparisons. IEEE Trans. Autom. Control 61(5), 1181–1193 (2016)

    Article  MathSciNet  Google Scholar 

  13. Geromel, J.C., Colaneri, P.: Stability and stabilization of continuous-time switched linear systems. SIAM J. Control Optim. 45(5), 1915–1930 (2006)

    Article  MathSciNet  Google Scholar 

  14. Geromel, J.C., Colaneri, P.: Stability and stabilization of discrete-time switched systems. Int. J. Control 79(7), 719–728 (2006)

    Article  MathSciNet  Google Scholar 

  15. Jungers, R.M.: The Joint Spectral Radius: Theory and Applications. Springer, Heidelberg (2009)

    Book  Google Scholar 

  16. Kolmanovsky, I., Gilbert, E.G.: Theory and computation of disturbance invariant sets for discrete-time linear systems. Math. Probl. Eng. 4, 317–367 (1998)

    Article  Google Scholar 

  17. Kruszewski, A., Bourdais, R., Perruquetti, W.: Converging algorithm for a class of BMI applied on state-dependent stabilization of switched systems. Nonlinear Anal. Hybrid Syst. 5, 647–654 (2011)

    Article  MathSciNet  Google Scholar 

  18. Lee, J.W., Dullerud, G.E.: Uniformly stabilizing sets of switching sequences for switched linear systems. IEEE Trans. Autom. Control 52, 868–874 (2007)

    Article  MathSciNet  Google Scholar 

  19. Liberzon, D.: Switching in Systems and Control. Birkh\(\ddot{\rm a}\)user, Boston (2003)

    Book  Google Scholar 

  20. Lin, H., Antsaklis, P.J.: Stability and stabilizability of switched linear systems: a survey of recent results. IEEE Trans. Autom. Control 54(2), 308–322 (2009)

    Article  MathSciNet  Google Scholar 

  21. Margaliot, M.: Stability analysis of switched systems using variational principles: an introduction. Automatica 42, 2059–2077 (2006)

    Article  MathSciNet  Google Scholar 

  22. Molchanov, A.P., Pyatnitskiy, Y.S.: Criteria of asymptotic stability of differential and difference inclusions encounterd in control theory. Syst. Control Lett. 13, 59–64 (1989)

    Article  Google Scholar 

  23. Rubinov, A.M., Yagubov, A.A.: The space of star-shaped sets and its applications in nonsmooth optimization. In: Demyanov, V.F., Dixon, L.C.W. (eds.) Quasidifferential Calculus, pp. 176–202. Springer, Heidelberg (1986)

    Chapter  Google Scholar 

  24. Sun, Z., Ge, S.S.: Stability Theory of Switched Dynamical Systems. Springer, Berlin (2011)

    Book  Google Scholar 

  25. VanAntwerp, J.G., Braatz, R.D.: A tutorial on linear and bilinear matrix inequalities. J. Process Control 10(4), 363–385 (2000)

    Article  Google Scholar 

  26. Wicks, M.A., Peleties, P., De Carlo, R.A.: Construction of piecewise Lyapunov functions for stabilizing switched systems. Proceedings of the 33rd IEEE Conference on Decision and Control, pp. 3492–3497 (1994)

    Google Scholar 

  27. Zhang, W., Abate, A., Hu, J., Vitus, M.P.: Exponential stabilization of discrete-time switched linear systems. Automatica 45(11), 2526–2536 (2009)

    Article  MathSciNet  Google Scholar 

  28. Zhang, W., Hu, J., Abate, A.: Infinite-horizon switched lqr problems in discrete time: a suboptimal algorithm with performance analysis. IEEE Trans. Autom. Control 57(7), 1815–1821 (2012)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Fiacchini .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Fiacchini, M., Jungers, M., Girard, A., Tarbouriech, S. (2018). Stabilizability and Control Co-Design for Discrete-Time Switched Linear Systems. In: Tarbouriech, S., Girard, A., Hetel, L. (eds) Control Subject to Computational and Communication Constraints. Lecture Notes in Control and Information Sciences, vol 475. Springer, Cham. https://doi.org/10.1007/978-3-319-78449-6_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-78449-6_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-78448-9

  • Online ISBN: 978-3-319-78449-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics