• DocumentCode
    2801709
  • Title

    Frequency-domain GSC beamforming with enhanced robustness against mistracking

  • Author

    Hou, Zhaorong ; Jia, Ring ; Yeung, Minerva

  • Author_Institution
    Intel China Res. Center, Beijing, China
  • fYear
    2003
  • fDate
    19-22 Oct. 2003
  • Firstpage
    33
  • Lastpage
    36
  • Abstract
    In a real environment, the interference rejection of the generalized sidelobe canceller (GSC) microphone array with adaptive blocking matrix (ABM) deteriorates by mistracking of target, which may be caused by either steering error or misdetection of the adaptation mode control. As a remedy, the tap coefficients of the ABM filters are constrained to leak the interference into the sidelobe canceling path. One inherent problem of the conventional ABM structure is the incoherent spread of filter coefficients for a different signal frequency, which leads to insufficient suppression of low frequency interference in the case of mistracking. To improve the interference rejection against mistracking, we propose an enhanced frequency-domain GSC with a new pulse-width constrained ABM in which the spread of filter coefficients is less sensitive to the signal spectrum. An experiment in a real environment shows that the loss of interference rejection caused by mistracking is reduced from 6.31 dB to 1.06 dB.
  • Keywords
    array signal processing; filtering theory; interference suppression; matrix algebra; microphones; speech processing; target tracking; adaptation mode control; adaptive blocking matrix filters; filter coefficients; frequency-domain GSC beamforming; generalized sidelobe canceller microphone array; interference rejection; signal spectrum; speaker; steering error; target mistracking; Adaptive arrays; Adaptive control; Array signal processing; Filters; Frequency; Interference cancellation; Interference constraints; Microphone arrays; Programmable control; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Signal Processing to Audio and Acoustics, 2003 IEEE Workshop on.
  • Print_ISBN
    0-7803-7850-4
  • Type

    conf

  • DOI
    10.1109/ASPAA.2003.1285802
  • Filename
    1285802