Skip to main content

Interval Observers Design for Discrete-Time Linear Switched Systems

  • Chapter
  • First Online:
Complex Systems: Spanning Control and Computational Cybernetics: Foundations

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 414))

Abstract

In this chapter, we detail different steps to design an interval observer for discrete-time switched linear systems affected by disturbances and measurement noises which are assumed unknown but, bounded with known bounds. The idea is based on the introduction of new matrices to handle the design difficulty of coordinate transformation often used in interval observers synthesis and to provide more design degrees of freedom. The stability conditions of estimation errors are discussed using a common quadratic Lyapunov function and multiple quadratic Lyapunov functions under an average dwell time switching signals. To discuss the effectiveness of the presented methods, a numerical example is given.

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 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

Institutional subscriptions

References

  1. Efimov, D., Fridman, L., Raïssi, T., Zolghadri, A., Seydou, S.: Interval estimation for LPV systems applying high order sliding mode techniques. Automatica 48, 2365–2371 (2012)

    Article  MathSciNet  Google Scholar 

  2. Mitrinovic, D.S.: Analytic Inequalities. Springer, New York (1970). https://doi.org/10.1007/978-3-642-99970-3

  3. Jiang, B., Wang, J.L., Soh, Y.C.: An adaptive technique for robust diagnosis of fault with independent effects on systems outputs. Int. J. Control 75(11), 792–802 (2002)

    Google Scholar 

  4. Dinh, T.N.: Interval observer and Positive observer, Ph.D. Thesis, Université Paris Sud - Paris XI (2014)

    Google Scholar 

  5. Hespanha, J.P., Morse, A.S.: Stability of switched systems with average dwell-time. In: proceedings of the 38th IEEE CDC, pp. 2655–2660. Phoenix, AZ, USA (1999)

    Google Scholar 

  6. Zhu, K., Song, Y., Ding, D., Wei, G., Liu, H.: Robust MPC under event-triggerd mechanism and Round-Robin protocol: an average dwell-time approach. Inf. Sci. 457, 126–140 (2018)

    Article  Google Scholar 

  7. Ethabet, H., Rabehi, D., Efimov, D., Raïssi, T.: Interval estimation for continuous-time switched linear systems. Automatica 90, 230–238 (2018)

    Article  MathSciNet  Google Scholar 

  8. Ethabet, H., Raïssi, T., Amairi, M., Aoun, M.: Interval observers design for continuous-time linear switched systems. In: 20th IFAC WC 2017, July 2017. Toulouse, France (2017)

    Google Scholar 

  9. Dinh, T.N., Marouani, G., Raïssi, T., Wang, Z., Messaoud, H.: Optimal interval observers for discrete-time linear switched systems. Int. J. Control 93(11), 2613–2621 (2020)

    Google Scholar 

  10. Marouani, G., Dinh, T.N., Raïssi, T., Messaoud, H.: Interval observers design for discrete-time linear switched systems. In: European Control Conference (ECC), pp. 801–806. IEEEE (2020)

    Google Scholar 

  11. Otsuka, N., Kakehi, D.: Interval switched positive observers for continuous-time switched positive systems under arbitrary switching. IFAC-PapersOnLine 52(11), 250–255 (2019)

    Article  Google Scholar 

  12. Wang, Y.-E., Karimi, H., Wu, D.: Construction of hybrid interval observers for switched linear systems. Inf. Sci. 454–455, 242–254 (2018). July

    Article  MathSciNet  Google Scholar 

  13. Wang, Z., Lim, Ch., Shen, Y.: Interval observer design for uncertain discrete time linear systems. Syst. Control Lett. 116, 41–46 (2018). June

    Article  MathSciNet  Google Scholar 

  14. Wang, Z., Rodrigues, M., Theilliol, D., Shen, Y.: Actuator fault estimation observer design for discrete-time linear parameter-varying descriptor systems. Int. J. Adapt. Control Signal Process. 29(2), 242–258 (2015)

    Article  MathSciNet  Google Scholar 

  15. Raïssi, T., Efimov, D., Zolghadri, A.: Interval state estimation for a class of nonlinear systems. IEEE Trans. Autom. Control 57(1), 260–265 (2011)

    Article  MathSciNet  Google Scholar 

  16. Mazenc, F., Bernard, O.: Asymptotically stable interval observers for planar systems with complex poles. IEEE Trans. Autom. Control 55(2), 523–527 (2010). https://doi.org/10.1109/TAC.2009.2037472. Feb.

    Article  MathSciNet  MATH  Google Scholar 

  17. Gouzé, J.L., Rapaport, A., Hadj-Sadok, M.Z.: Interval observers for uncertain biological systems. Ecol. Model. 133(1–2), 45–56 (2000), ISSN 0304-3800

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tarek Raïssi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Marouani, G., Dinh, T.N., Wang, Z., Raïssi, T., Messaoud, H. (2022). Interval Observers Design for Discrete-Time Linear Switched Systems. In: Shi, P., Stefanovski, J., Kacprzyk, J. (eds) Complex Systems: Spanning Control and Computational Cybernetics: Foundations. Studies in Systems, Decision and Control, vol 414. Springer, Cham. https://doi.org/10.1007/978-3-030-99776-2_14

Download citation

Publish with us

Policies and ethics