TY - JOUR
T1 - A New Class of Differential Beamformers
AU - Yang, Wenxing
AU - Benesty, Jacob
AU - Huang, Gongping
AU - Chen, Jingdong
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2021
Y1 - 2021
N2 - Differential microphone arrays (DMAs) have been used in a wide range of applications for high-fidelity acoustic signal acquisition and enhancement. In the design of differential beamformers, three of the widely used measures are the directivity factor (DF), the front-to-back ratio (FBR), and the white noise gain (WNG). The former two have been used to obtain optimal differential beamformers, e.g., the hypercardioid and supercardioid, and the third one is generally used to analyze and control the robustness of the beamformer with respect to array imperfections due to sensors' self noise, mismatch among sensors, and sensors' placement errors. In this paper, we present a new measure called directivity factor and front-to-back ratio (DFBR), which is a generalization of DF and FBR. With this new measure, three different kinds of beamformers are derived. The first one is the maximum DFBR beamformer, which is deduced by maximizing DFBR with a joint diagonalization method. The second one is the ψ-cardioid beamformer, which is the maximum DFBR beamformer corresponding to a distortionless constraint. The last one is the reduced-rank differential beamformer, which is obtained by properly choosing the dimension of the signal subspace and maximizing WNG subject to the distortionless constraint. The developed beamformers have many interesting properties, which are justified by both simulations and experiments.
AB - Differential microphone arrays (DMAs) have been used in a wide range of applications for high-fidelity acoustic signal acquisition and enhancement. In the design of differential beamformers, three of the widely used measures are the directivity factor (DF), the front-to-back ratio (FBR), and the white noise gain (WNG). The former two have been used to obtain optimal differential beamformers, e.g., the hypercardioid and supercardioid, and the third one is generally used to analyze and control the robustness of the beamformer with respect to array imperfections due to sensors' self noise, mismatch among sensors, and sensors' placement errors. In this paper, we present a new measure called directivity factor and front-to-back ratio (DFBR), which is a generalization of DF and FBR. With this new measure, three different kinds of beamformers are derived. The first one is the maximum DFBR beamformer, which is deduced by maximizing DFBR with a joint diagonalization method. The second one is the ψ-cardioid beamformer, which is the maximum DFBR beamformer corresponding to a distortionless constraint. The last one is the reduced-rank differential beamformer, which is obtained by properly choosing the dimension of the signal subspace and maximizing WNG subject to the distortionless constraint. The developed beamformers have many interesting properties, which are justified by both simulations and experiments.
KW - Differential beamforming
KW - directivity factor
KW - front-to-back ratio
KW - joint diagonalization
KW - microphone arrays
KW - reduced-rank technique
KW - white noise gain
UR - http://www.scopus.com/inward/record.url?scp=85098771842&partnerID=8YFLogxK
U2 - 10.1109/TASLP.2020.3045561
DO - 10.1109/TASLP.2020.3045561
M3 - 文章
AN - SCOPUS:85098771842
SN - 2329-9290
VL - 29
SP - 594
EP - 606
JO - IEEE/ACM Transactions on Audio Speech and Language Processing
JF - IEEE/ACM Transactions on Audio Speech and Language Processing
M1 - 9296835
ER -