TY - JOUR
T1 - A Simple Theory and New Method of Differential Beamforming with Uniform Linear Microphone Arrays
AU - Huang, Gongping
AU - Benesty, Jacob
AU - Cohen, Israel
AU - Chen, Jingdong
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2020
Y1 - 2020
N2 - This article presents a theoretical study of differential beamforming with uniform linear arrays. By defining a forward spatial difference operator, any order of the spatial difference of the observed signals can be represented as a product of a difference operator matrix and the microphone array observations. Consequently, differential beamforming is implemented in two stages, where the first one obtains spatial difference of the observations and the second stage optimizes the beamformer. The major contributions of this article are as follows. First, we propose a new theory of differential beamforming with uniform linear arrays, which shows clearly the connection between the conventional differential beamforming and the null-constrained differential beamforming methods. This provides some new insight into the design of differential beamformers. Second, we deduce some new differential beamformers, where conventional beamforming may be seen as a particular case. Specifically, we derive the maximum white noise gain (MWNG), maximum directivity factor (MDF), parameterized MDF, and parameterized maximum front-to-back ratio differential beamformers. Third, we further extend the idea of how to design optimal differential beamformers by combining both the observed signals and their spatial differences.
AB - This article presents a theoretical study of differential beamforming with uniform linear arrays. By defining a forward spatial difference operator, any order of the spatial difference of the observed signals can be represented as a product of a difference operator matrix and the microphone array observations. Consequently, differential beamforming is implemented in two stages, where the first one obtains spatial difference of the observations and the second stage optimizes the beamformer. The major contributions of this article are as follows. First, we propose a new theory of differential beamforming with uniform linear arrays, which shows clearly the connection between the conventional differential beamforming and the null-constrained differential beamforming methods. This provides some new insight into the design of differential beamformers. Second, we deduce some new differential beamformers, where conventional beamforming may be seen as a particular case. Specifically, we derive the maximum white noise gain (MWNG), maximum directivity factor (MDF), parameterized MDF, and parameterized maximum front-to-back ratio differential beamformers. Third, we further extend the idea of how to design optimal differential beamformers by combining both the observed signals and their spatial differences.
KW - differential beamforming
KW - fixed beamformer
KW - forward spatial difference operator
KW - Microphone arrays
KW - uniform linear arrays
UR - http://www.scopus.com/inward/record.url?scp=85084138532&partnerID=8YFLogxK
U2 - 10.1109/TASLP.2020.2980989
DO - 10.1109/TASLP.2020.2980989
M3 - 文章
AN - SCOPUS:85084138532
SN - 2329-9290
VL - 28
SP - 1079
EP - 1093
JO - IEEE/ACM Transactions on Audio Speech and Language Processing
JF - IEEE/ACM Transactions on Audio Speech and Language Processing
M1 - 9037110
ER -