TY - JOUR
T1 - A Closed-Form DOA Estimator Using Spherical Microphone Arrays in the Presence of Interference
AU - Lu, Yilong
AU - Pan, Chao
AU - Chen, Jingdong
AU - Benesty, Jacob
N1 - Publisher Copyright:
© 1994-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Direction-of-arrival (DOA) estimation is challenging in complex acoustic environments with background noise and interference. Utilizing spherical microphone arrays, closed-form estimators can be derived, which are attractive for practical applications due to their computational efficiency, eliminating the need for exhaustive extremum searching. However, current closed-form estimators are susceptible to interference. To address this issue, we propose an estimator that directly computes the DOA of the desired source using the covariance matrix of the observation signals. This approach effectively mitigates the impact of interference when the covariance matrix is accurately estimated. Simulation results demonstrate the superior performance of the proposed method compared to the subspace pseudo-intensity vector (SSPIV) and relative harmonic coefficients (RHC) methods.
AB - Direction-of-arrival (DOA) estimation is challenging in complex acoustic environments with background noise and interference. Utilizing spherical microphone arrays, closed-form estimators can be derived, which are attractive for practical applications due to their computational efficiency, eliminating the need for exhaustive extremum searching. However, current closed-form estimators are susceptible to interference. To address this issue, we propose an estimator that directly computes the DOA of the desired source using the covariance matrix of the observation signals. This approach effectively mitigates the impact of interference when the covariance matrix is accurately estimated. Simulation results demonstrate the superior performance of the proposed method compared to the subspace pseudo-intensity vector (SSPIV) and relative harmonic coefficients (RHC) methods.
KW - closed-form estimator
KW - direction-of-arrival (DOA) estimation
KW - robustness
KW - Spherical microphone arrays
UR - http://www.scopus.com/inward/record.url?scp=85197505379&partnerID=8YFLogxK
U2 - 10.1109/LSP.2024.3422789
DO - 10.1109/LSP.2024.3422789
M3 - 文章
AN - SCOPUS:85197505379
SN - 1070-9908
VL - 31
SP - 1770
EP - 1774
JO - IEEE Signal Processing Letters
JF - IEEE Signal Processing Letters
ER -