• DocumentCode
    1233367
  • Title

    Order-determination theorems and system identification

  • Author

    Zhang, Hu-Ming

  • Author_Institution
    Dept. of Math., Shan Xi Univ., Tai Yuan, China
  • Volume
    34
  • Issue
    10
  • fYear
    1989
  • fDate
    10/1/1989 12:00:00 AM
  • Firstpage
    1078
  • Lastpage
    1082
  • Abstract
    Theorems for order-determination without a priori knowledge of upper bounds on the order in MIMO dynamic systems are developed. Also, deterministic procedures are introduced to determine orders and estimate parameters simultaneously by recursively computing the order-determining quantity Sn(a,b,k), which plays a crucial role in order-determination procedures, and the least-squares estimate θn(a,b) of θ(p,q), with p and q denoting the true orders
  • Keywords
    least squares approximations; multivariable control systems; parameter estimation; MIMO systems; dynamic systems; identification; least squares approximations; least-squares estimate; multivariable control systems; order-determination procedures; parameter estimation; Automatic control; Control systems; Covariance matrix; Entropy; Equations; Filtering; Nonlinear filters; Steady-state; Stochastic systems; System identification;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.35280
  • Filename
    35280
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1233367