• DocumentCode
    2625990
  • Title

    Fourier analysis and the Takenaka-Malmquist basis

  • Author

    Bultheel, Adhemar ; Carrette, Pierre

  • Author_Institution
    Dept. of Comput. Sci., Katholieke Univ., Leuven, Belgium
  • Volume
    1
  • fYear
    2003
  • fDate
    9-12 Dec. 2003
  • Firstpage
    486
  • Abstract
    We consider problems related to the generalization of the classical Fourier basis to a basis of rational functions with prescribed poles outside the unit disk. We give some generalizations about the convergence and estimation of the Fourier coefficients with respect to this generalized basis. We also consider a rational generalization of the classical Toeplitz matrices and consider the asymptotic distribution of their spectrum. These bases and general Toeplitz matrices were considered by Ninness et al. in the context of least squares system estimation where the prescribed poles allow to incorporate a priori knowledge into the system dynamics of the model.
  • Keywords
    Fourier analysis; Toeplitz matrices; convergence of numerical methods; least squares approximations; rational functions; Fourier analysis; Fourier coefficients; Takenaka-Malmquist basis; Toeplitz matrices; asymptotic distribution; convergence; generalization; least squares system; rational functions; system dynamics; Context modeling; Convergence; Hilbert space; History; Least squares approximation; Petroleum; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-7924-1
  • Type

    conf

  • DOI
    10.1109/CDC.2003.1272610
  • Filename
    1272610