• DocumentCode
    861976
  • Title

    Nonlinear parameter estimation applied to psychophysically measured impulse responses

  • Author

    Brinker, Albertus C den ; Roufs, Jacques A J

  • Author_Institution
    Fac. of Electrotech., Tech. Eindhoven Univ., Netherlands
  • Volume
    36
  • Issue
    3
  • fYear
    1989
  • fDate
    3/1/1989 12:00:00 AM
  • Firstpage
    346
  • Lastpage
    354
  • Abstract
    A technique is presented for estimation of the impulse response, based on data from a psychophysical experiment on threshold vision. A two-step method is used for the estimation of the model parameters. The first step is a Hankel matrix approach, and the second an unweighted least-squares method. Results of this estimation technique are presented. The model with the estimated parameters corroborates other psychophysical data. The estimates obtained are adequate for the intended purposes of simulation and modeling.
  • Keywords
    parameter estimation; vision; 2-step method; Hankel matrix approach; nonlinear parameter estimation; psychophysically measured impulse responses; simulation; threshold vision; unweighted least-squares method; Biological system modeling; Eigenvalues and eigenfunctions; Frequency; Humans; Least squares methods; Parameter estimation; Perturbation methods; Psychology; Pulse measurements; Retina; Mathematics; Models, Biological; Psychophysics; Vision;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.19855
  • Filename
    19855