• DocumentCode
    1342031
  • Title

    On transient error surfaces of output error IIR adaptive filtering

  • Author

    Mayyas, K. ; Aboulnasr, T.

  • Author_Institution
    Dept. of Electr. Eng., Jordan Univ. of Sci. & Technol., Irbid, Jordan
  • Volume
    46
  • Issue
    3
  • fYear
    1998
  • fDate
    3/1/1998 12:00:00 AM
  • Firstpage
    766
  • Lastpage
    771
  • Abstract
    Addresses the convergence of IIR output error adaptive algorithms. We argue that convergence to global or local optimum is simultaneously determined by the shape of the transient error surface and the convergence speed of the algorithm. This argument is confirmed by simulation examples comparing the convergence of LMS-based and LS-based algorithms
  • Keywords
    IIR filters; adaptive filters; convergence of numerical methods; error analysis; least mean squares methods; least squares approximations; IIR output error adaptive algorithms; LMS-based algorithms; LS-based algorithms; convergence; global optimum; local optimum; output error IIR adaptive filtering; transient error surfaces; Adaptive filters; Biomedical signal processing; Circuits; Convergence; Filter bank; Finite impulse response filter; IIR filters; Signal processing; Signal processing algorithms; Wavelet analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.661343
  • Filename
    661343
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1342031