• DocumentCode
    3553672
  • Title

    Fast prediction/estimation techniques for control systems and IIR filters

  • Author

    Pan, Ji-Qin ; Levine, William S.

  • Author_Institution
    Maryland Univ., College Park, MD, USA
  • fYear
    1991
  • fDate
    7-10 Apr 1991
  • Firstpage
    188
  • Abstract
    As a generalization of the fundamental Levinson algorithm to linear modeling of control systems and IIR (infinite impulse response) filters, the fast order recursive algorithm (ORA) and the time and order recursive algorithm (TORA) have been developed. However, only the ORA and TORA which operate recursively in the order of the autoregressive part of system outputs have been presented. The authors give a detailed description of the ORA which operates recursively in the order of the moving-average part of the system inputs. In addition, a numerical example is given which illustrates how the ORA operates
  • Keywords
    control system analysis; digital filters; filtering and prediction theory; parameter estimation; statistical analysis; IIR filters; autoregressive part; control systems; fast order recursive algorithm; linear modeling; moving-average part; parameter estimation; time and order recursive algorithm; Autocorrelation; Computational complexity; Control systems; Equations; IIR filters; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon '91., IEEE Proceedings of
  • Conference_Location
    Williamsburg, VA
  • Print_ISBN
    0-7803-0033-5
  • Type

    conf

  • DOI
    10.1109/SECON.1991.147733
  • Filename
    147733