• DocumentCode
    3032011
  • Title

    Nonlinear systems with Gaussian inputs: Representation, identification and inverse problems

  • Author

    Cambanis, S.

  • Author_Institution
    University of North Carolina, Chapel Hill, North Carolina
  • Volume
    2
  • fYear
    1979
  • fDate
    12-14 Dec. 1979
  • Firstpage
    1035
  • Lastpage
    1037
  • Abstract
    The following questions are discussed for non-linear systems with input Gaussian processes. How can the system be represented? How can the system be identified from the input and output processes? Does knowledge of the way the system responds to a certain Gaussian input determine the way it will respond to another Gaussian input or to a deterministic input? Does knowledge of the system and the statistics of the output determine the statistics of the input?.
  • Keywords
    Gaussian processes; Hilbert space; Integral equations; Inverse problems; Kernel; Nonlinear systems; Statistics; System identification; White noise; Yttrium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control including the Symposium on Adaptive Processes, 1979 18th IEEE Conference on
  • Conference_Location
    Fort Lauderdale, FL, USA
  • Type

    conf

  • DOI
    10.1109/CDC.1979.270108
  • Filename
    4046588