• DocumentCode
    3006793
  • Title

    Regions of parameter identifiability

  • Author

    Herget, C.J.

  • Author_Institution
    Iowa State University, Ames, Iowa
  • fYear
    1974
  • fDate
    20-22 Nov. 1974
  • Firstpage
    444
  • Lastpage
    445
  • Abstract
    A procedure for computing explicit regions in the parameter space in which the Gauss-Newton method will converge to a unique solution is developed. The computed convergence regions are applicable in any control systems applications using the Gauss-Newton method. The uniqueness result is of value by itself because it is independent of the Gauss-Newton procedure and gives explicit regions of parameter identifiability. The main feature is the computational aspect which makes use of interval analysis.
  • Keywords
    Convergence; Gaussian processes; Least squares methods; Newton method; Recursive estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control including the 13th Symposium on Adaptive Processes, 1974 IEEE Conference on
  • Conference_Location
    Phoenix, AZ, USA
  • Type

    conf

  • DOI
    10.1109/CDC.1974.270478
  • Filename
    4045271