• DocumentCode
    813261
  • Title

    Direct construction of minimal bilinear realizations from nonlinear input-output maps

  • Author

    Isidori, Alberto

  • Author_Institution
    Universitá di Roma, Rome, Italy
  • Volume
    18
  • Issue
    6
  • fYear
    1973
  • fDate
    12/1/1973 12:00:00 AM
  • Firstpage
    626
  • Lastpage
    631
  • Abstract
    The paper is concerned with the construction of bilinear state space descriptions from a prescribed nonlinear input-output map. The problem is shown to be equivalent to that of matching an infinite sequence of constant parameters which uniquely identifies the given map. Both the problems of requiring the matching over a finite number of terms of the sequence (partial realization problem) and over the whole sequence (complete realization problem) are treated. In both cases explicit existence criteria and an algorithm for finding minimal realizations are given. The approach is based on the introduction of a suitable infinite matrix formed with the input-output parameters, which can be considered as a generalization of the Hankel matrix usually considered in the realization theory of linear systems.
  • Keywords
    Bilinear systems, discrete-time; Minimal realizations; Differential equations; Helium; Kalman filters; Linear systems; Matrix decomposition; Nonlinear equations; State-space methods; Variable speed drives;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1973.1100424
  • Filename
    1100424