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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Outils et modĆØles mathĆ©matiques pour lāautomatique, lāanalyse des systĆØmes et le traitement du signal, 1981. I.D. Landau ed.
D. Alpay, L. Baratchart, and J. Leblond. Hardy approximation in L p spaces of an arc. In preparation.
L. Baratchart and J. Leblond. Identification harmonique et trace des classes de hardy sur un arc de cercle. In Actes du Colloque en lāhonneur du 60 e anniversaire du professeur Jean CĆ©a, Sophia-Antipolis. CEPADUES, avril 1992. A paraitre.
B. Beauzamy. Introduction to Banach spaces and their geometry. Mathematics studies. North-Holland, 1985.
P.L. Duren. Theory of H p functions. Academic Press, 1970.
B. Francis. A course in H ā control theory. Lectures notes in control and information sciences. Springer-Verlag, 1987.
J.B. Garnett. Bounded analytic functions. Academic Press, 1981.
M. Gevers. Connecting identification and robust control: a new challenge. In 9th IFAC symposium on identification, Budapest, vol. 1, pages 1ā10, 1991.
G. Gu, P.P. Khargonekar, and Y. Li. Robust convergence of two-stage nonlinear algorithms for identification in N ā. Systems and Control Letters, 18:253ā263, 1992.
A.J. Helmicki, C.A. Jacobson, and C.N. Nett. Control oriented system identification: a worst-case / deterministic approach in H ā. In Proceedings of the A.C.C. 1990, pages 386ā391.
A.J. Helmicki, C.A. Jacobson, and C.N. Nett. Control oriented system identification: a worst-case / deterministic approach in H ā. IEEE Trans. Automat. Control, 36(10):1163ā1176, 1991.
K. Hoffman. Banach spaces of analytic functions. Dover, 1988.
R.E. Kalman, P.L. Falb, and M.A. Arbib. Topics in mathematical system theory. Mc Graw Hill, 1969.
P. Koosis. Introduction to H p spaces. Cambridge University Press, 1980.
M.G. Krein and P.Y. Nudelāman. Approximation of L 2(w 1, w 2) functions by minimum-energy transfer functions of linear systems. Problemy Peredachi Informatsii, 11(2):37ā60, 1975. English translation.
S. Lang. Differential manifolds. Addison-Wesley, 1972.
L. Ljung. System identification: Theory for the user. Prentice-Hall, 1987.
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 191ā213. Springer-Verlag, 1992. To appear.
J.R. Partington. Robust identification in H ā. Technical report, University of Leeds, department of pure mathematics, 1990.
T.J. Rivlin. Approximation of functions. Dover, 1981.
M. Rosenblum and J. Rovnyak. Hardy classes and operator theory. Oxford University Press, 1985.
W. Rudin. Functional analysis. Series in higher mathematics. Mc Graw Hill, 1973.
W. Rudin. Real and complex analysis. Mc Graw Hill, 1982.
L. Schwartz. Etude des sommes dāexponentielles. Hermann, 1959.
E.D. Sontag. Mathematical control theory. Texts in applied mathematics. Springer-Verlag, 1990.
W.M. Wonham. Linear multivariable control: a geometric approach. Applications of mathematics. Springer-Verlag, 1979.
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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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