• DocumentCode
    705122
  • Title

    Variable step-size based online acoustic feedback neutralization in single-channel active noise control systems

  • Author

    Akhtar, Muhammad Tahir ; Mitsuhashi, Wataru

  • Author_Institution
    Center for Frontier Sci. & Eng., Univ. for Electro-Commun., Chofu, Japan
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    21
  • Lastpage
    25
  • Abstract
    This paper concerns acoustic feedback neutralization (FBN) during online operation of single-channel active noise control (ANC) systems. In existing approach, two FIR filters are used for this task: adaptive for feedback path modeling (FBPM) and fixed for FBN. Previously, we have proposed a simplified method where these two tasks of modeling and neutralization have been combined into one feedback path modeling and neutralization (FBPMN) adaptive filter. Here we introduce an intuition based based variable step-size (VSS) parameter, for LMS equation of FBPMN filter. This VSS is motivated from the fact that the error signal of FBPMN filter contains a disturbance component that is decreasing in nature. The computer simulations are carried out which demonstrate that the proposed method achieves better performance than the existing methods and at somewhat reduced computational cost.
  • Keywords
    FIR filters; acoustic signal processing; active noise control; adaptive filters; feedback; least mean squares methods; ANC systems; FBPMN filter; FIR filters; LMS equation; adaptive filter; computational cost reduction; computer simulations; disturbance component; error signal; feedback path modeling and neutralization; intuition based VSS parameter; single-channel active noise control systems; variable step-size based online acoustic feedback neutralization; Acoustics; Adaptation models; Control systems; Least squares approximations; Mathematical model; Microphones; Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096395