• DocumentCode
    775567
  • Title

    Non-Wiener solutions for the LMS algorithm-a time domain approach

  • Author

    Bershad, N.J. ; Feintuch, P.L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Irvine, CA, USA
  • Volume
    43
  • Issue
    5
  • fYear
    1995
  • fDate
    5/1/1995 12:00:00 AM
  • Firstpage
    1273
  • Lastpage
    1275
  • Abstract
    A time domain analysis of the LMS algorithm is presented for a sinusoidal deterministic reference input. For the sinusoidal reference input only, the N-dimensional time-varying linear matrix recursion for the weight vector is solved using a 2-D orthogonal subspace decomposition. Using this weight vector solution, it is shown that there exists a linear time-invariant relationship between the desired input and the filter output
  • Keywords
    adaptive filters; least mean squares methods; recursive filters; time-domain analysis; transfer functions; 2-D orthogonal subspace decomposition; LMS algorithm; adaptive filter; filter output; linear matrix recursion; nonWiener solutions; sinusoidal deterministic reference input; time domain analysis; time domain approach; weight vector; Adaptive filters; Aerospace electronics; Aircraft propulsion; Delay lines; Least squares approximation; Noise cancellation; Nonlinear filters; Time domain analysis; Transfer functions; Vectors;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.382415
  • Filename
    382415
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=775567