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
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