Differential Beamforming From a Geometric Perspective

被引:1
|
作者
Jin, Jilu [1 ]
Benesty, Jacob [2 ]
Chen, Jingdong [1 ]
Huang, Gongping [3 ]
机构
[1] Northwestern Polytech Univ, Ctr Intelligent Acoust & Immers Commun, Xian 710072, Peoples R China
[2] Univ Quebec, INRS EMT, Montreal, PQ H5A 1K6, Canada
[3] Wuhan Univ, Sch Elect Informat, Wuhan 430072, Peoples R China
基金
美国国家科学基金会;
关键词
Microphone arrays; differential beamforming; frequency-invariant beampattern; white noise gain; directivity factor; BLIND SOURCE SEPARATION; SPEECH DEREVERBERATION; MICROPHONE ARRAYS; DESIGN; ALGORITHM; IMPLEMENTATIONS; ENHANCEMENT;
D O I
10.1109/TASLP.2023.3301245
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Differential microphone arrays (DMAs) have demonstrated a great potential for solving the high-fidelity sound acquisition problem in a wide range of applications as they possess many good properties such as frequency-independent beampatterns with high directivity. A significant number of efforts have been devoted to the design of DMAs and the associated beamformers. As a result, many different types of DMAs and differential beamforming methods have been developed over the last few decades, some of which have been successfully deployed in real systems and commercial products. However, given an application, how to design a DMA to achieve optimal performances is still an open issue. This work studies the problem of designing linear DMAs (LDMAs) from a geometric perspective. Based on the fundamental observation that most practical and interesting DMA beampatterns have nulls in some directions, we define a criterion based on the orthogonality between the beamforming filter and the steering vector in the nulls' directions. We then derive a family of differential beamformers by optimizing the defined criterion, some of which are well known but derived from a different perspective, while others are new. Simulations and experiments are carried out, and the results validate the proposed method and developed differential beamformers.
引用
收藏
页码:3042 / 3054
页数:13
相关论文
共 50 条
  • [41] Geometric phase for mixed states: a differential geometric approach
    Chaturvedi, S
    Ercolessi, E
    Marmo, G
    Morandi, G
    Mukunda, N
    Simon, R
    EUROPEAN PHYSICAL JOURNAL C, 2004, 35 (03): : 413 - 423
  • [42] Geometric phase for mixed states: a differential geometric approach
    S. Chaturvedi
    E. Ercolessi
    G. Marmo
    G. Morandi
    N. Mukunda
    R. Simon
    The European Physical Journal C - Particles and Fields, 2004, 35 : 413 - 423
  • [43] Geometric amplitude assisted beamforming in transverse-twist metasurfaces
    Tang, Peng
    Tao, Jie
    Liao, Dashuang
    Yang, Yang
    Chen, Hongsheng
    Wang, Zuojia
    OPTICS EXPRESS, 2024, 32 (20): : 35306 - 35320
  • [44] A geometric perspective on bifurcation control
    Wang, Y
    Murray, RM
    PROCEEDINGS OF THE 39TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2000, : 1613 - 1618
  • [45] A Geometric Perspective on the Method of Descent
    Wang, Qian
    COMMUNICATIONS IN MATHEMATICAL PHYSICS, 2018, 360 (03) : 827 - 850
  • [46] Geometric perspective on Nichols algebras
    Meir, Ehud
    JOURNAL OF ALGEBRA, 2022, 601 : 390 - 422
  • [47] Point in a polyhedron : A geometric perspective
    Choudhury, Shouvik Datta
    Bhattacharyya, Arindam
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2019, 22 (05) : 737 - 744
  • [48] A Geometric Perspective on the MSTD Question
    Miller, Steven J.
    Peterson, Carsten
    DISCRETE & COMPUTATIONAL GEOMETRY, 2019, 62 (04) : 832 - 855
  • [49] Normal Families: a Geometric Perspective
    Beardon, A. F.
    Minda, D.
    COMPUTATIONAL METHODS AND FUNCTION THEORY, 2014, 14 (2-3) : 331 - 355
  • [50] A Geometric Perspective on the MSTD Question
    Steven J. Miller
    Carsten Peterson
    Discrete & Computational Geometry, 2019, 62 : 832 - 855