• DocumentCode
    2324031
  • Title

    Self-stabilized adaptive allpass filters for phase equalization and approximation

  • Author

    Sun, X. ; Douglas, S.C.

  • Author_Institution
    Dept. of Electr. Eng., Southern Methodist Univ., Dallas, TX, USA
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    444
  • Abstract
    In this paper, we present a simple adaptive filtering solution to general phase equalization and phase modeling tasks. Our proposed algorithm maintains approximate allpass constraints on the coefficients of an adaptive FIR filter in a self-stabilized manner. An analysis of an idealized IIR version of the technique shows that it converges to a unique stationary point corresponding to the optimal phase relationship between the processed signals. The relationship between the mean-squared error of the estimated phase response and the mean-squared error of the filter coefficients is also derived. Simulations verify that the proposed algorithm performs accurate phase equalization and approximation of unknown systems even in low signal-to-noise ratio conditions
  • Keywords
    FIR filters; IIR filters; adaptive equalisers; adaptive filters; all-pass filters; mean square error methods; IIR filter; adaptive FIR filter; filter coefficient; low signal-to-noise ratio conditions; mean-squared error; optimal phase relationship; phase equalization; phase modeling; phase response; self-stabilized adaptive allpass filters; stationary point; unknown systems approximation; Adaptive equalizers; Adaptive filters; Delay estimation; Finite impulse response filter; Frequency estimation; IIR filters; Phase estimation; Signal analysis; Signal processing algorithms; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-6293-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2000.862006
  • Filename
    862006