• DocumentCode
    1440043
  • Title

    Identification of factorable Volterra systems

  • Author

    Billings, S.A. ; Fakhouri, S.Y.

  • Author_Institution
    University of Sheffield, Department of Control Engineering, Sheffield, UK
  • Volume
    126
  • Issue
    10
  • fYear
    1979
  • fDate
    10/1/1979 12:00:00 AM
  • Firstpage
    1018
  • Lastpage
    1024
  • Abstract
    Identification of systems which can be represented as a finite sum of factorable Volterra kernals, each composed of individual linear dynamic subsystems, connected in parallel with outputs multiplied in the time domain, is considered. Both a multilevel-testing and a sequential-single-test procedure are derived to isolate each factorable kernel, and algorithms, which provide estimates of the individual linear subsystems associated with each kernal, are formulated using correlation techniques based on either Gaussian or pseudorandom excitation.
  • Keywords
    identification; matrix algebra; nonlinear systems; Volterra kernels; Volterra systems; correlation techniques; identification; matrix algebra; pseudorandom excitation;
  • fLanguage
    English
  • Journal_Title
    Electrical Engineers, Proceedings of the Institution of
  • Publisher
    iet
  • ISSN
    0020-3270
  • Type

    jour

  • DOI
    10.1049/piee.1979.0188
  • Filename
    5253017