• DocumentCode
    2980654
  • Title

    A family of variable step-size affine projection adaptive filtering algorithms with selevtive partial update

  • Author

    Abadi, Mohammad Shams Esfand ; Mehrdad, Vahid

  • Author_Institution
    Dept. of Electr. Eng., Shahid Rajaee Univ., Tehran, Iran
  • fYear
    2010
  • fDate
    11-13 May 2010
  • Firstpage
    237
  • Lastpage
    243
  • Abstract
    This paper presents a family variable step-size (VSS) affine projection (AP) adaptive filtering algorithms with selective partial updates (SPU). The presented algorithms have good convergence speed, low steady state mean square error (MSE), and low computational complexity features. We demonstrate the good performance of the proposed algorithms through simulations in system identification and acoustic echo cancellation scenarios.
  • Keywords
    Adaptive filters; Computational complexity; Computational modeling; Convergence; Echo cancellers; Filtering algorithms; Mean square error methods; Steady-state; System identification; Variable structure systems; Adaptive filter; affine projection; component; selective partial update; variable step-size;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2010 18th Iranian Conference on
  • Conference_Location
    Isfahan, Iran
  • Print_ISBN
    978-1-4244-6760-0
  • Type

    conf

  • DOI
    10.1109/IRANIANCEE.2010.5507069
  • Filename
    5507069