• DocumentCode
    148487
  • Title

    A broadband beamformer using controllable constraints and minimum variance

  • Author

    Karimian-Azari, Sam ; Benesty, Jacob ; Jensen, Jesper Rindom ; Christensen, Mads Grasboll

  • Author_Institution
    Audio Anal. Lab., Aalborg Univ., Aalborg, Denmark
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    666
  • Lastpage
    670
  • Abstract
    The minimum variance distortionless response (MVDR) and the linearly constrained minimum variance (LCMV) beamformers are two optimal approaches in the sense of noise reduction. The LCMV beamformer can also reject interferers using linear constraints at the expense of reducing the degree of freedom in a limited number of microphones. However, it may magnify noise that causes a lower output signal-to-noise ratio (SNR) than the MVDR beamformer. Contrarily, the MVDR beamformer suffers from interference in output. In this paper, we propose a controllable LCMV (C-LCMV) beamformer based on the principles of both the MVDR and LCMV beamformers. The C-LCMV approach can control a compromise between noise reduction and interference rejection. Simulation results show that the C-LCMV beamformer outperforms the MVDR beamformer in interference rejection, and the LCMV beamformer in background noise reduction.
  • Keywords
    array signal processing; microphone arrays; speech processing; LCMV beamformers; MVDR beamformer; SNR; broadband beamformer; controllable constraints; interference rejection; linear constraints; linearly constrained minimum variance; microphone arrays; microphones; minimum variance distortionless response; noise reduction; signal-to-noise ratio; speech processing applications; Array signal processing; Interference; Microphones; Noise measurement; Signal to noise ratio; Speech; LCMV; MVDR; Microphone arrays; controllable beamformer; frequency-domain beamforming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952192