TY - JOUR
T1 - Performance Analysis and Improved DOA Estimation for a Single Acoustic Vector Sensor Under Nonorthogonal Deviation
AU - Wang, Weidong
AU - Zhang, Yahui
AU - Li, Hui
AU - Li, Xingwang
AU - Shi, Wentao
AU - Ali, Wasiq
N1 - Publisher Copyright:
© 2001-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Acoustic vector sensor (AVS) has gained widespread application in estimating the direction of arrival (DOA). However, the orthogonality of the velocity axes of the AVS cannot usually be guaranteed, which may significantly impact the performance of DOA estimation. To illustrate the influence of nonorthogonal deviation (ND) on DOA estimation, the Cramer-Rao lower bound (CRLB) and root-mean-squared error (RMSE) of the nonorthogonal AVS (N-AVS) models are deduced. The theoretical analysis and simulation results show that the ND brings a considerable impact on the accuracy of DOA estimation. Furthermore, to suppress the impact of the ND on the performance of DOA estimation, an ND matrix modification (NDMM) algorithm is proposed. Simulation and experimental data results have verified that the proposed method improves the DOA estimation accuracy using a single N-AVS.
AB - Acoustic vector sensor (AVS) has gained widespread application in estimating the direction of arrival (DOA). However, the orthogonality of the velocity axes of the AVS cannot usually be guaranteed, which may significantly impact the performance of DOA estimation. To illustrate the influence of nonorthogonal deviation (ND) on DOA estimation, the Cramer-Rao lower bound (CRLB) and root-mean-squared error (RMSE) of the nonorthogonal AVS (N-AVS) models are deduced. The theoretical analysis and simulation results show that the ND brings a considerable impact on the accuracy of DOA estimation. Furthermore, to suppress the impact of the ND on the performance of DOA estimation, an ND matrix modification (NDMM) algorithm is proposed. Simulation and experimental data results have verified that the proposed method improves the DOA estimation accuracy using a single N-AVS.
KW - Acoustic vector sensor (AVS)
KW - direction of arrival (DOA)
KW - matrix modification
KW - nonorthogonal deviation (ND)
UR - http://www.scopus.com/inward/record.url?scp=105001060143&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2025.3533623
DO - 10.1109/JSEN.2025.3533623
M3 - 文章
AN - SCOPUS:105001060143
SN - 1530-437X
VL - 25
SP - 10174
EP - 10185
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 6
ER -