• DocumentCode
    2636033
  • Title

    Acoustical Blind source separation based on linear advection

  • Author

    Teramoto, Kenbu ; Khan, Tauhidul Islam ; Torisu, Sei-ichiro

  • Author_Institution
    Saga Univ., Saga
  • fYear
    2007
  • fDate
    17-20 Sept. 2007
  • Firstpage
    157
  • Lastpage
    162
  • Abstract
    This paper presents an autonomous directivity microphone system for the blind source separation based on the newly proposed spatio-temporal gradient algorithm. The proposed blind signal separation algorithm utilizes the linearity among the four signals: (1) the sound pressure, (2) x, (3) y, and (4) z-directional particle velocities, all of which are governed by the wave equation and the equation of motion. The proposed method, therefore, has an ability to simplify the convoluted blind source separation problems into the instantaneous blind source separation problems over the spatio-temporal gradient space. Several acoustical experiments have been performed with acceptable performance of the proposed method of blind source separation.
  • Keywords
    acoustic signal processing; blind source separation; gradient methods; microphones; acoustical blind source separation; autonomous directivity microphone system; blind signal separation algorithm; linear advection; motion equation; spatiotemporal gradient algorithm; wave equation; Acoustic propagation; Acoustic signal processing; Acoustic waves; Blind source separation; Convolution; Independent component analysis; Partial differential equations; Signal processing; Signal processing algorithms; Source separation; Blind signal separation; Spatio-temporal gradient analysis; Statistical signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE, 2007 Annual Conference
  • Conference_Location
    Takamatsu
  • Print_ISBN
    978-4-907764-27-2
  • Electronic_ISBN
    978-4-907764-27-2
  • Type

    conf

  • DOI
    10.1109/SICE.2007.4420969
  • Filename
    4420969