• DocumentCode
    2574881
  • Title

    Errors-in-variables identification using a Generalized Instrumental Variable Estimation method

  • Author

    Söderström, Torsten

  • Author_Institution
    Dept. of Inf. Technol., Uppsala Univ., Uppsala, Sweden
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    322
  • Lastpage
    327
  • Abstract
    Several estimation methods have been proposed for identifying dynamic errors-in-variables models. In the paper it is shown how a number of common methods for errors-in-variables methods can be put into a general framework, resulting in a Generalized Instrumental Variable Estimator. Computational aspects and the asymptotic distribution of the parameter estimates are presented.
  • Keywords
    estimation theory; identification; asymptotic distribution; errors-in-variables identification; generalized instrumental variable estimation; Covariance matrix; Equations; Instruments; Least squares approximation; Mathematical model; Noise; Noise measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5717579
  • Filename
    5717579