• DocumentCode
    3344097
  • Title

    A design method of noise canceller using parallel adaptive Volterra filter

  • Author

    Zhao, Xueqin ; Lu, Jinaming ; Yahagi, Takashi

  • Author_Institution
    Graduate Sch. of Sci. & Technol., Chiba Univ.
  • fYear
    2005
  • fDate
    14-17 Dec. 2005
  • Firstpage
    987
  • Lastpage
    990
  • Abstract
    This paper presents a design method of noise canceller using a parallel adaptive Volterra filter (PAVF). The adaptive Volterra filter (AVF) corresponding to nonlinear systems is attractive due to linear relationship between its input and output signals. However, the formidable computer complexity of AVF is prohibitive for its practical applications. Proposed PAVF in this paper is partitioned into several subfilters to reduce computational work. We applied the PAVF into noise canceller instead of usual adaptive filter. Finally, the computer simulation results are presented to validated our proposed method
  • Keywords
    adaptive filters; filtering theory; nonlinear filters; signal denoising; computer complexity; computer simulation; noise canceller; nonlinear systems; parallel adaptive Volterra filter; Adaptive filters; Application software; Computer simulation; Design methodology; Electronic mail; Linear systems; Noise cancellation; Nonlinear filters; Nonlinear systems; Sensor phenomena and characterization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Technology, 2005. ICIT 2005. IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    0-7803-9484-4
  • Type

    conf

  • DOI
    10.1109/ICIT.2005.1600779
  • Filename
    1600779