Title :
Superdirective Beamforming Robust Against Microphone Mismatch
Author :
Doclo, Simon ; Moonen, Marc
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven
Abstract :
Fixed superdirective beamformers using small-size microphone arrays are known to be highly sensitive to errors in the assumed microphone array characteristics. This paper discusses the design of robust superdirective beamformers by taking into account the statistics of the microphone characteristics. Different design procedures are considered: applying a white noise gain constraint, trading off the mean noise and distortion energy, and maximizing the mean or the minimum directivity factor. When computational complexity is not important, maximizing the mean or the minimum directivity factor is the preferred design procedure. In addition, it is shown how to determine a suitable parameter range for the other design procedures
Keywords :
array signal processing; microphone arrays; speech processing; white noise; fixed superdirective beamformers; mean directivity factor; microphone characteristics statistics; microphone mismatch; minimum directivity factor; small-size microphone arrays; white noise gain constraint; Array signal processing; Computational complexity; Delay; Frequency; Microphone arrays; Noise robustness; Reverberation; Speech enhancement; Statistics; White noise;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661207