• DocumentCode
    2094527
  • Title

    Approaches to identification of nonlinear systems

  • Author

    Ljung, Lennart

  • Author_Institution
    Div. of Autom. Control, Linkoing Univ., Linköing, Sweden
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    System Identification for linear systems and models is a well established and mature topic. Identifying nonlinear models is a much more rich and demanding problem area. In this presentation some major approaches and concepts for that are outlined.
  • Keywords
    identification; nonlinear systems; mature topic; nonlinear systems; system Identification; Atmospheric modeling; Kernel; Machine learning; Manifolds; Mathematical model; Polynomials; Wavelength division multiplexing; Black Box; Estimation; Gray Box; Manifold Learning; Nonlinear Models; Nonparametric Methods; System Identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5572936
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2094527