Skip to main content

Anisotropy-Based Analysis of LDTI Descriptor Systems

  • Chapter
  • First Online:
Control of Discrete-Time Descriptor Systems

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 157))

  • 518 Accesses

Abstract

In this chapter, we provide some background material on an anisotropy-based approach to the analysis of linear discrete-time systems (LDTI). Concepts of mean anisotropy of Gaussian random sequences and anisotropic norms for linear systems are introduced inĀ [1, 2, 2] and briefly described below. This chapter deals with generalization of anisotropy-based analysis of the class of descriptor systems using generalized algebraic Riccati equations and convex optimization techniques.

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 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 129.99
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

Notes

  1. 1.

    The stabilizing solution of the Riccati equationĀ (3.45) stands for solution \(\widehat{R}\), that the pair \((E, A + BL)\) is admissible.

References

  1. Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: State-space solution to anisotropy-based stochastic \(H_{\infty }\)-optimization problem. In: Proceedings of theĀ 13th IFAC World Congress, San-Francisco, USA, pp. 427ā€“432 (1996)

    Google ScholarĀ 

  2. Vladimirov, I.G., Diamond, P., Kloeden, P.: Anisotropy-based performance analysis of finite horizon linear discrete time-varying systems. Autom. Remote Control. 8, 1265ā€“1282 (2006)

    ArticleĀ  Google ScholarĀ 

  3. Gray, R.M.: Entropy and Information Theory. Springer, New York (1991)

    Google ScholarĀ 

  4. Grenander, U., Szegƶ, G.: Toeplitz Forms and Their Applications. University of California Press (1958)

    ArticleĀ  Google ScholarĀ 

  5. Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: Anisotropy of signals and the entropy of linear stationary systems. Doklady Math. 51, 388ā€“390 (1995)

    Google ScholarĀ 

  6. Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: On computing the anisotropic norm of linear discrete-time-invariant systems. In: Proceedings of theĀ 13th IFAC World Congress, San-Francisco, USA, pp. 179ā€“184 (1996)

    ArticleĀ  Google ScholarĀ 

  7. Stykel, T.: Analysis and numerical solution of generalized Lyapunov equations. Ph.D. Thesis, Institut fur Mathematik, Techische Universitat Berlin, Berlin (2002)

    Google ScholarĀ 

  8. Hsiung, K.-L., Lee, L.: Lyapunov inequality and bounded real lemma for discrete-time descriptor systems. IEE Proc. Control Theory Appl. 1(46), 327ā€“331 (1999)

    ArticleĀ  Google ScholarĀ 

  9. Diamond, P., Vladimirov, I., Kurdyukov, A., Semyonov, A.: Anisotropy-based performance analysis of linear discrete time-invariant control systems. Int. J. Control. 74(1), 28ā€“42 (2001)

    ArticleĀ  MathSciNetĀ  Google ScholarĀ 

  10. Belov, A., Kurdyukov, A.: Calculation of the anisotropic norm of the descriptor system. Autom. Remote Control. 6, 51ā€“63 (2010)

    MATHĀ  Google ScholarĀ 

  11. Belov, A.A.: Synthesis of anisotropic controllers for descriptor systems. Ph.D. Thesis, Moscow (2011) (in Russian)

    Google ScholarĀ 

  12. Kurdyukov, A., Maximov, E., Tchaikovsky, M.: Anisotropy-based bounded real lemma. In: Proceedings of the 19th International Symposium of Mathematical Theory of Networks and Systems, Budapest, Hungary, pp. 2391ā€“2397 (2010)

    Google ScholarĀ 

  13. Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge University Press, New York (2007)

    Google ScholarĀ 

  14. Ben-Tal, A., Nemirovskii, A.: Lectures on Modern Convex Optimization. Technicon, Haifa, Israel (2000)

    Google ScholarĀ 

  15. Balandin, D., Kogan, M.: Design of Control Laws Using LMI. FIZMATLIT, Moscow (2007). (in Russian)

    Google ScholarĀ 

  16. Xu, S., Yang, C.: \({\mathscr {H}_{\infty }\,}\) State feedback control for discrete singular systems. IEEE Trans. Autom. Control. 45(7), 1405ā€“1409 (2000)

    ArticleĀ  MathSciNetĀ  Google ScholarĀ 

  17. Bernstein, D.S.: Matrix Mathematics: Theory, Facts, and Formulas with Application to Linear Systems Theory. Princeton University Press, New Jersey (2005)

    MATHĀ  Google ScholarĀ 

  18. Tchaikovsky, M., Kurdyukov, A., Timin, V.: Strict anisotropic norm bounded real lemma in terms of inequalities. In: Proceedings of the 18th IFAC World Congress, Milano, Italy, pp. 2332ā€“2337 (2011)

    ArticleĀ  Google ScholarĀ 

  19. Boyd, S., Ghaoui, L.E., Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in Systems and Control Theory. SIAM Studies in Applied Mathematics, Philadelphia, Pennsylvania (1994)

    BookĀ  Google ScholarĀ 

  20. Andrianova,O., Belov, A.: Anisotropy-based bounded real lemma for linear discrete-time descriptor systems. In: Proceedings of theĀ 2013 International Conference on Process Control, pp. 57ā€“62 (2013)

    Google ScholarĀ 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alexey A. Belov .

Rights and permissions

Reprints and permissions

Copyright information

Ā© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Belov, A.A., Andrianova, O.G., Kurdyukov, A.P. (2018). Anisotropy-Based Analysis of LDTI Descriptor Systems. In: Control of Discrete-Time Descriptor Systems. Studies in Systems, Decision and Control, vol 157. Springer, Cham. https://doi.org/10.1007/978-3-319-78479-3_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-78479-3_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-78478-6

  • Online ISBN: 978-3-319-78479-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics