Performance analysis and DOA estimation method over acoustic vector sensor array in the presence of polarity inconsistency

This paper investigates the direction of arrival (DOA) estimation performance in the presence of polarity inconsistency in uniform acoustic vector sensor (AVS) linear array. We analyze the influence of polarity bias on beampattern directivity of the AVS array. The analysis results show that the polarity bias leads to asymptotically biased estimation. Then, the analytical expression for the asymptotic bias based on classical beamforming is derived in the presence of polarity error. Moreover, to improve the DOA estimation performance in the presence of polarity inconsistency, a polarity calibration method is proposed. Numerical simulations reveal the effectiveness and superiority of the proposed calibration method when the polarity error satisfies with the uniform distribution and the normal distribution.

[1]  Nicolas Le Bihan,et al.  Quaternion-MUSIC for vector-sensor array processing , 2006, IEEE Transactions on Signal Processing.

[2]  Chao Chen,et al.  An Improved NMS-Based Adaptive Edge Detection Method and Its FPGA Implementation , 2016, J. Sensors.

[3]  Arye Nehorai,et al.  Acoustic vector-sensor correlations in ambient noise , 2001 .

[4]  Michael D. Zoltowski,et al.  ESPRIT-based 2-D direction finding with a sparse uniform array of electromagnetic vector sensors , 2000, IEEE Trans. Signal Process..

[5]  Lin Ma,et al.  Underwater broadband source detection using an Acoustic Vector Sensor with an adaptive passive matched filter , 2019, Applied Acoustics.

[6]  Min Wang,et al.  Dynamic Finite Element Analysis of a New Type Flexible Rock Shed under the Impact of Rock Block and Improving the Design , 2018 .

[7]  Xiao Han,et al.  Underwater Acoustic Communication by a Single-Vector Sensor: Performance Comparison Using Three Different Algorithms , 2018 .

[8]  Kainam Thomas Wong,et al.  Recursive Least-Squares Source Tracking using One Acoustic Vector Sensor , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[9]  Zhang Xiaofei,et al.  Two-dimensional DOA estimation for acoustic vector-sensor array using a successive MUSIC , 2013, Multidimensional Systems and Signal Processing.

[10]  Jin He,et al.  Particle-Velocity-Field Difference Smoothing for Coherent Source Localization in Spatially Nonuniform Noise , 2010, IEEE Journal of Oceanic Engineering.

[11]  Arye Nehorai,et al.  Acoustic vector-sensor beamforming and Capon direction estimation , 1998, IEEE Trans. Signal Process..

[12]  Ioannis K. Dassios,et al.  Analytic Loss Minimization: Theoretical Framework of a Second Order Optimization Method , 2019, Symmetry.

[13]  Dmitry M. Malioutov,et al.  A sparse signal reconstruction perspective for source localization with sensor arrays , 2005, IEEE Transactions on Signal Processing.

[14]  Geert Leus,et al.  Uniaxial Acoustic Vector Sensors for direction-of-arrival estimation , 2018, Journal of Sound and Vibration.

[15]  Michael D. Zoltowski,et al.  Near-field/far-field azimuth and elevation angle estimation using a single vector hydrophone , 2001, IEEE Trans. Signal Process..

[16]  N. R. Krishnaprasad Acoustic Vector Sensor Based Source Localization , 2016 .

[17]  Arye Nehorai,et al.  Acoustic vector-sensor array processing , 1994, IEEE Trans. Signal Process..

[18]  Arye Nehorai,et al.  Nested Vector-Sensor Array Processing via Tensor Modeling , 2014, IEEE Transactions on Signal Processing.

[19]  Joel A. Tropp,et al.  Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit , 2006, Signal Process..

[20]  J. Tao,et al.  Direction-finding of coherent sources via 'particle-velocity-field smoothing' , 2008 .

[21]  Lin Ma,et al.  Open-Lake Experimental Investigation of Azimuth Angle Estimation Using a Single Acoustic Vector Sensor , 2018, J. Sensors.

[22]  Wenxian Yu,et al.  Successive Method for Angle-Polarization Estimation With Vector-Sensor Array , 2018, IEEE Sensors Letters.

[23]  Nicolas Le Bihan,et al.  MUSIC Algorithm for Vector-Sensors Array Using Biquaternions , 2007, IEEE Transactions on Signal Processing.

[24]  Yang Desen Localization of Underwater Noise Sources based on Broadband MVDR Focused Beamforming with Vector Sensor Array Processing , 2010 .

[25]  Jacek Gondzio,et al.  A Preconditioner for A Primal-Dual Newton Conjugate Gradient Method for Compressed Sensing Problems , 2014, SIAM J. Sci. Comput..

[26]  Dumitru Baleanu,et al.  Optimal solutions for singular linear systems of Caputo fractional differential equations , 2018, Mathematical Methods in the Applied Sciences.

[27]  C GilbertAnna,et al.  Algorithms for simultaneous sparse approximation. Part II , 2006 .

[28]  Ying Li,et al.  Real-valued robust DOA estimation method for uniform circular acoustic vector sensor arrays based on worst-case performance optimization , 2019, Applied Acoustics.

[29]  Brejesh Lall,et al.  Impact of vector sensor on underwater acoustic communications system , 2018 .

[30]  P. Palanisamy,et al.  On-grid DOA estimation method using orthogonal matching pursuit , 2017, 2017 International Conference on Signal Processing and Communication (ICSPC).

[31]  Jonathan Paul Kitchens Acoustic vector-sensor array performance , 2008 .

[32]  Jian Li,et al.  Fast implementation of sparse iterative covariance-based estimation for source localization. , 2012, The Journal of the Acoustical Society of America.

[33]  Di Wu,et al.  Feature Extraction of Underwater Target Signal Using Mel Frequency Cepstrum Coefficients Based on Acoustic Vector Sensor , 2016, J. Sensors.

[34]  Bo Li,et al.  Multi-Source DOA Estimation Using an Acoustic Vector Sensor Array Under a Spatial Sparse Representation Framework , 2016, Circuits Syst. Signal Process..

[35]  S. Jesus,et al.  Seabed geoacoustic characterization with a vector sensor array. , 2010, The Journal of the Acoustical Society of America.

[36]  Huseyin Ozkan,et al.  Acoustic direction finding using single acoustic vector sensor under high reverberation , 2018, Digit. Signal Process..

[37]  A. Malarkodi,et al.  Open lake experiment for direction of arrival estimation using acoustic vector sensor array , 2017 .