Skip to main content

Stabilization of Two-Dimensional T–S Fuzzy Systems

  • Chapter
  • First Online:
Advanced Takagi‒Sugeno Fuzzy Systems

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 8))

  • 1168 Accesses

Abstract

This chapter deals with sufficient conditions of asymptotic stability for nonlinear discrete-time 2D systems represented by a Takagi-Sugeno fuzzy model of Roesser type with state feedback control. This work is based on common and multiple Lyapunov functions. The results are presented in the form of LMIs.

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. Fornasini E, Marchesini G (1976) State-space realization theory of two-dimensional filters. IEEE Trans Aut Cont 21:484–492

    Article  MATH  MathSciNet  Google Scholar 

  2. Givone DD, Roesser RP (1972) Multidimensional linear iterative circuits-general properties. IEEE Trans Comp 21:1067–1073

    Article  MATH  MathSciNet  Google Scholar 

  3. Roesser R (1975) A discrete state-space model for linear image processing. IEEE Trans Aut Cont 20:1–10

    Article  MATH  MathSciNet  Google Scholar 

  4. Marszalek W (1984) Two dimensional state-space discrete models for hyperbolic partial differential equations. Appl Math Models 8:11–14

    Article  MATH  MathSciNet  Google Scholar 

  5. Fornasini E, Marchesini G (1978) Doubly-indexed dynamical systems: state-space models and structural properties. Math Syst Theor 12:59–72

    Article  MATH  MathSciNet  Google Scholar 

  6. Kaczorek T (1997) Realization problem, reachability and minimum energy control of positive 2D Roesser model. In: Proceeding 6th annual international conference on advances in communication and control, Corfu, 23–27 June, pp 765–776 (1997)

    Google Scholar 

  7. Brian D, Anderson O, Agathoklis P, Jury EI, Mansour M (1986) Stability and the matrix Lyapunov equation for discrete 2-dimensional systems. IEEE Trans Circuits Syst 33:261–266

    Article  MATH  Google Scholar 

  8. Wu-Sheng L, Lee EB (1985) Stability analysis for two-dimensional systems via a Lyapunov approach. IEEE Trans Circuits Syst 32:61–68

    Article  Google Scholar 

  9. Galkowski K, Rogers E, Xu S, Lam J, Owens DH (2002) LMIs-a fundamental tool in analysis and controller design for discrete linear repetitive process. IEEE Trans Circuits Syst 49: 768–778

    Google Scholar 

  10. Hmamed A, Alfidi M, Benzaouia A, Tadeo F (2008) LMI conditions for robust stability of 2D linear discrete-time systems, mathematical problems in engineering. 2008 (Article ID 356124)

    Google Scholar 

  11. Lee EB, Lu WS (1985) Stabilization of two-dimensional systems. IEEE Trans Aut Cont 30:409–411

    Article  MATH  MathSciNet  Google Scholar 

  12. Lu WS (1994) Some new results on stability robustness of two-dimensional discrete systems. Multidimension Syst Signal Proc 5:345–361

    Article  MATH  Google Scholar 

  13. Yaz E (1985) On state-feedback stabilization of two-dimensional digital systems. IEEE Trans Circuits Syst 32:1069–1070

    Article  MATH  Google Scholar 

  14. Hmamed A, El Hajjaji A, Benzaouia A (2009) Stabilization of discrete-time 2D T-S fuzzy systems by state feedback control. In: 17th IEEE Mediterranean conference on control automation, Thessaloniki, 24–26 June 2009

    Google Scholar 

  15. Benhayoun M, Benzaouia A, Mesquine F, Tadeo F (2011) Stabilization of 2D continuous Takagi-Sugeno systems with non-PDC state feedback control. In: 12th International conference on science and technology aut. control and computer engineering. Sousse, 18–20 Dec 2011

    Google Scholar 

  16. Benhayoun M (2010) Contribution à la Commande des Systèmes 2D Retardés avec Contraintes sur la Commande, Ph.D. thesis, University Cadi Ayyad, Marrakesh

    Google Scholar 

  17. Takagi T, Sugeno M (1985) Fuzzy identification of systems and its application to modeling and control. IEEE Trans Syst Man Cybern 15:116–132

    Article  MATH  Google Scholar 

  18. Wang HO, Tanaka K, Griffin MF (1996) An approach to fuzzy control of nonlinear systems: stability and design issues. IEEE Trans Fuzzy Syst 4:14–23

    Article  Google Scholar 

  19. Hmamed A, Mesquine F, Tadeo F, Benhayoun M, Benzaouia A (2010) Stabilization of 2D saturated systems by state feedback control. Multidimen Syst Signal Proc 21:277–292

    Article  MATH  MathSciNet  Google Scholar 

  20. Nachidi M (2009) Stabilization of Takagi–Sugeno fuzzy systems with application on a greenhouse. Ph.D. thesis of University of Valladolid

    Google Scholar 

  21. Guerra TM, Vermeiren L (2004) LMI-based relaxed nonquadratic stabilization conditions for nonlinear systems in the Takagi-Sugeno’s form. Automatica 40:823–829

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Abdellah Benzaouia .

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Benzaouia, A., El Hajjaji, A. (2014). Stabilization of Two-Dimensional T–S Fuzzy Systems. In: Advanced Takagi‒Sugeno Fuzzy Systems. Studies in Systems, Decision and Control, vol 8. Springer, Cham. https://doi.org/10.1007/978-3-319-05639-5_9

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-05639-5_9

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-05638-8

  • Online ISBN: 978-3-319-05639-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics