• DocumentCode
    2619007
  • Title

    Stability, projection, and convergence of SMM for insufficient order adaptive IIR filters

  • Author

    Nayeri, Majid ; Fan, Hong

  • Author_Institution
    Dept. of Electr. Eng., Michigan State Univ., East Lansing, MI, USA
  • fYear
    1990
  • fDate
    1-3 May 1990
  • Firstpage
    1955
  • Abstract
    The stability of the SMM (Steiglitz-McBride method) in the underparameterized case is studied. It is shown that the offline SMM can potentially produce intermediate unstable estimates. A projection technique is introduced and analytically shown to overcome such instability. The existence of multiple stable equilibria for the SMM in the underparametrized case is demonstrated
  • Keywords
    adaptive filters; convergence; filtering and prediction theory; stability; Steiglitz-McBride method; adaptive IIR filters; convergence; instability; insufficient order; multiple stable equilibria; projection technique; stability; underparameterized case; unstable estimates; Adaptive filters; Adaptive signal processing; Convergence; Filtering algorithms; IIR filters; Iterative algorithms; Postal services; Signal processing algorithms; Stability; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1990., IEEE International Symposium on
  • Conference_Location
    New Orleans, LA
  • Type

    conf

  • DOI
    10.1109/ISCAS.1990.112094
  • Filename
    112094
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2619007