DocumentCode
782828
Title
Design of broadband beamformers robust against gain and phase errors in the microphone array characteristics
Author
Doclo, Simon ; Moonen, Marc
Author_Institution
Dept. of Electr. Eng., Katholieke Univ. Leuven, Heverlee, Belgium
Volume
51
Issue
10
fYear
2003
Firstpage
2511
Lastpage
2526
Abstract
Fixed broadband beamformers using small-size microphone arrays are known to be highly sensitive to errors in the microphone array characteristics. The paper describes two design procedures for designing broadband beamformers with an arbitrary spatial directivity pattern, which are robust against gain and phase errors in the microphone array characteristics. The first design procedure optimizes the mean performance of the broadband beamformer and requires knowledge of the gain and the phase probability density functions, whereas the second design procedure optimizes the worst-case performance by using a minimax criterion. Simulations with a small-size microphone array show the performance improvement that can be obtained by using a robust broadband beamformer design procedure.
Keywords
acoustic signal processing; array signal processing; microphones; minimax techniques; optimisation; statistical analysis; broadband beamformers; gain errors; microphone array characteristics; minimax criterion; optimization; phase errors; probability density functions; spatial directivity pattern; Array signal processing; Design optimization; Finite impulse response filter; Frequency; Microphone arrays; Phased arrays; Probability density function; Robustness; Signal processing algorithms; Speech enhancement;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2003.816885
Filename
1232319
Link To Document