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Some extremal problems linked with indentification from partial frequency data

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Analysis and Optimization of Systems: State and Frequency Domain Approaches for Infinite-Dimensional Systems

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 185))

Abstract

We aim at tackling a robust identification problem for a linear dynamical control system with incomplete frequency data. Its mathematical formulation is a generalization of dual extremal problems in H p to a subarc of the unit circle T. Specifically, if I is such a subarc and J its complement in T, we study existence and uniqueness of a H p function of bounded L p(J) norm which is a best approximation to a given function in L p(I). Finally, we consider the problem of computing the solution in the case p=2.

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References

  1. Outils et modĆØles mathĆ©matiques pour lā€™automatique, lā€™analyse des systĆØmes et le traitement du signal, 1981. I.D. Landau ed.

    Google ScholarĀ 

  2. D. Alpay, L. Baratchart, and J. Leblond. Hardy approximation in L p spaces of an arc. In preparation.

    Google ScholarĀ 

  3. L. Baratchart and J. Leblond. Identification harmonique et trace des classes de hardy sur un arc de cercle. In Actes du Colloque en lā€™honneur du 60 e anniversaire du professeur Jean CĆ©a, Sophia-Antipolis. CEPADUES, avril 1992. A paraitre.

    Google ScholarĀ 

  4. B. Beauzamy. Introduction to Banach spaces and their geometry. Mathematics studies. North-Holland, 1985.

    Google ScholarĀ 

  5. P.L. Duren. Theory of H p functions. Academic Press, 1970.

    Google ScholarĀ 

  6. B. Francis. A course in H āˆž control theory. Lectures notes in control and information sciences. Springer-Verlag, 1987.

    Google ScholarĀ 

  7. J.B. Garnett. Bounded analytic functions. Academic Press, 1981.

    Google ScholarĀ 

  8. M. Gevers. Connecting identification and robust control: a new challenge. In 9th IFAC symposium on identification, Budapest, vol. 1, pages 1ā€“10, 1991.

    Google ScholarĀ 

  9. G. Gu, P.P. Khargonekar, and Y. Li. Robust convergence of two-stage nonlinear algorithms for identification in N āˆž. Systems and Control Letters, 18:253ā€“263, 1992.

    ArticleĀ  MATHĀ  MathSciNetĀ  Google ScholarĀ 

  10. A.J. Helmicki, C.A. Jacobson, and C.N. Nett. Control oriented system identification: a worst-case / deterministic approach in H āˆž. In Proceedings of the A.C.C. 1990, pages 386ā€“391.

    Google ScholarĀ 

  11. A.J. Helmicki, C.A. Jacobson, and C.N. Nett. Control oriented system identification: a worst-case / deterministic approach in H āˆž. IEEE Trans. Automat. Control, 36(10):1163ā€“1176, 1991.

    ArticleĀ  MATHĀ  MathSciNetĀ  Google ScholarĀ 

  12. K. Hoffman. Banach spaces of analytic functions. Dover, 1988.

    Google ScholarĀ 

  13. R.E. Kalman, P.L. Falb, and M.A. Arbib. Topics in mathematical system theory. Mc Graw Hill, 1969.

    Google ScholarĀ 

  14. P. Koosis. Introduction to H p spaces. Cambridge University Press, 1980.

    Google ScholarĀ 

  15. M.G. Krein and P.Y. Nudelā€™man. Approximation of L 2(w 1, w 2) functions by minimum-energy transfer functions of linear systems. Problemy Peredachi Informatsii, 11(2):37ā€“60, 1975. English translation.

    MathSciNetĀ  Google ScholarĀ 

  16. S. Lang. Differential manifolds. Addison-Wesley, 1972.

    Google ScholarĀ 

  17. L. Ljung. System identification: Theory for the user. Prentice-Hall, 1987.

    Google ScholarĀ 

  18. D.S. Lubinsky. Spurious poles in diagonal rational approximants. In A.A. Gonchar and E.B. Saff, editors, Proceedings of the first conference US-USSR conference on approximation theory, Tampa, Florida, 1990, pages 191ā€“213. Springer-Verlag, 1992. To appear.

    Google ScholarĀ 

  19. J.R. Partington. Robust identification in H āˆž. Technical report, University of Leeds, department of pure mathematics, 1990.

    Google ScholarĀ 

  20. T.J. Rivlin. Approximation of functions. Dover, 1981.

    Google ScholarĀ 

  21. M. Rosenblum and J. Rovnyak. Hardy classes and operator theory. Oxford University Press, 1985.

    Google ScholarĀ 

  22. W. Rudin. Functional analysis. Series in higher mathematics. Mc Graw Hill, 1973.

    Google ScholarĀ 

  23. W. Rudin. Real and complex analysis. Mc Graw Hill, 1982.

    Google ScholarĀ 

  24. L. Schwartz. Etude des sommes dā€™exponentielles. Hermann, 1959.

    Google ScholarĀ 

  25. E.D. Sontag. Mathematical control theory. Texts in applied mathematics. Springer-Verlag, 1990.

    Google ScholarĀ 

  26. W.M. Wonham. Linear multivariable control: a geometric approach. Applications of mathematics. Springer-Verlag, 1979.

    Google ScholarĀ 

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R. F. Curtain A. Bensoussan J. L. Lions

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Ā© 1993 Springer-Verlag

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Alpay, D., Baratchart, L., Leblond, J. (1993). Some extremal problems linked with indentification from partial frequency data. In: Curtain, R.F., Bensoussan, A., Lions, J.L. (eds) Analysis and Optimization of Systems: State and Frequency Domain Approaches for Infinite-Dimensional Systems. Lecture Notes in Control and Information Sciences, vol 185. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0115054

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  • DOI: https://doi.org/10.1007/BFb0115054

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  • Print ISBN: 978-3-540-56155-2

  • Online ISBN: 978-3-540-47480-7

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