• DocumentCode
    841874
  • Title

    Universal approximations of discrete-time control systems over finite time

  • Author

    Costanza, Vicente ; Dickinson, Bradley W. ; Johnson, Ernest F.

  • Author_Institution
    Consejo Nacional de Investigaciones Cientificas y Técnicas, Argentina
  • Volume
    28
  • Issue
    4
  • fYear
    1983
  • fDate
    4/1/1983 12:00:00 AM
  • Firstpage
    439
  • Lastpage
    452
  • Abstract
    We present an algorithm for obtaining approximate internal descriptions for a discrete-time control system, given a finite number of external experiments (input-output data). The system is required only to be causal, with a continuous input-output map. The experiments should be done in a prescribed way, with bounded inputs acting over a finite period of time. The approximation will be valid over the ranges of inputs and time covered by the experiments. The algorithm can be considered as an exact partial realization procedure for state-affine systems. An ε-stable computer program will be sketched.
  • Keywords
    Approximation methods; Discrete-time systems; Nonlinear systems; Realization theory; Chemical engineering; Control systems; Equations; Helium; Linear approximation; Linear systems; Nonlinear systems; Polynomials; Stability; Systems engineering and theory;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1983.1103247
  • Filename
    1103247