Acoustic vector-sensor beamforming and Capon direction estimation

被引:286
|
作者
Hawkes, M [1 ]
Nehorai, A [1 ]
机构
[1] Univ Illinois, Dept Elect Engn & Comp Sci, Chicago, IL 60607 USA
基金
美国国家科学基金会;
关键词
D O I
10.1109/78.709509
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We examine the improvement attained by using acoustic vector sensors for direction-of-arrival (DOA) estimation, instead of traditional pressure sensors, via optimal performance bounds and particular estimators. By examining the Cramer-Rao bound in the case of a single source, we show that a vector-sensor array's smaller estimation error is a result of two distinct phenomena: 1) an effective increase in signal-to-noise ratio due to a greater number of measurements of phase delays between sensors and 2) direct measurement of the DOA information contained in the structure of the velocity field due to the vector sensors' directional sensitivity. Separate analysis of these two phenomena allows us to determine the array size, array shape, and SNR conditions under which the use of a vector-sensor array is most advantageous and to quantify that advantage, By extending the beamforming and Capon direction estimators to vector sensors, we find that the vector sensors' directional sensitivity removes all bearing ambiguities. In particular, even simple structures such as linear arrays can determine both azimuth and elevation, and spatially undersampled regularly spaced arrays may be employed to increase aperture and, hence, performance. Large sample approximations to the mean-square error matrices of the estimators are derived and their validity is assessed by Monte Carlo simulation.
引用
收藏
页码:2291 / 2304
页数:14
相关论文
共 50 条
  • [41] Augmented Tensor MUSIC for DOA Estimation Using Nested Acoustic Vector-Sensor Array
    Qu, Xinghao
    Lou, Yi
    Zhao, Yunjiang
    Lu, Yinheng
    Qiao, Gang
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 1624 - 1628
  • [42] Multi-invariance MUSIC Algorithm for DOA Estimation in Acoustic Vector-sensor Array
    Chen, Weiyang
    Sun, Zhongwei
    Zhang, Xiaofei
    2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL I, 2010, : 392 - 395
  • [43] DOA Estimation of Coherent Signals Based on the Sparse Representation for Acoustic Vector-Sensor Arrays
    Shi, Shengguo
    Li, Ying
    Yang, Desen
    Liu, Aifei
    Zhu, Zhongrui
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (07) : 3553 - 3573
  • [44] DOA Estimation of Coherent Signals Based on the Sparse Representation for Acoustic Vector-Sensor Arrays
    Shengguo Shi
    Ying Li
    Desen Yang
    Aifei Liu
    Zhongrui Zhu
    Circuits, Systems, and Signal Processing, 2020, 39 : 3553 - 3573
  • [45] Estimating direction of arrival with a vector-sensor array through FRFT
    Li X.-K.
    Li T.-T.
    Yin S.-M.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2010, 31 (06): : 708 - 713
  • [46] Coherent Source Direction-Finding using a Sparsely-Distributed Acoustic Vector-Sensor Array
    Yuan, Xin
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2012, 48 (03) : 2710 - 2715
  • [47] Conventional Beamforming Algorithm Based on Polarization Filtering for an Acoustic Vector-Sensor Linear Array Mounted Near a Baffle
    Chen, Hongyue
    Zhu, Zhongrui
    Yang, Desen
    IEEE JOURNAL OF OCEANIC ENGINEERING, 2024, 49 (04) : 1127 - 1139
  • [48] Two-dimensional DOA estimation for acoustic vector-sensor array using a successive MUSIC
    Zhang Xiaofei
    Zhou Ming
    Chen Han
    Li Jianfeng
    Multidimensional Systems and Signal Processing, 2014, 25 : 583 - 600
  • [49] Two-dimensional DOA estimation for acoustic vector-sensor array using a successive MUSIC
    Zhang Xiaofei
    Zhou Ming
    Chen Han
    Li Jianfeng
    MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2014, 25 (03) : 583 - 600
  • [50] Two-Dimensional DOA Estimation for Noncircular Signals Using Acoustic Vector-Sensor Array
    Chen, Han
    Zhang, Xiaofei
    Li, Jianfeng
    AEIT 2012: 2012 2ND INTERNATIONAL CONFERENCE ON AEROSPACE ENGINEERING AND INFORMATION TECHNOLOGY, VOL 1, 2012, : 41 - 47