• DocumentCode
    821241
  • Title

    Issues in system identification

  • Author

    Ljung, Lennart

  • Author_Institution
    Dept. of Electr. Eng., Linkoping Univ., Sweden
  • Volume
    11
  • Issue
    1
  • fYear
    1991
  • Firstpage
    25
  • Lastpage
    29
  • Abstract
    A brief outline is given of mainstream system identifications, i.e. the typical approaches, algorithms, and properties in the world of data-based model construction. A number of important problems that are not sufficiently understood are pointed out. Particular attention is given to the problem of how to develop constructive and systematic ways to determine suitable model structures, i.e. to move from parameter estimation to system identification.<>
  • Keywords
    identification; data-based model construction; model structure determination; system identification; Application software; Building materials; Computer industry; Conferences; Humans; Least squares methods; Mathematical model; Neural networks; Software packages; System identification;
  • fLanguage
    English
  • Journal_Title
    Control Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1066-033X
  • Type

    jour

  • DOI
    10.1109/37.103346
  • Filename
    103346