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
  • [1] Differential Beamforming From the Beampattern Factorization Perspective
    Zhao, Xudong
    Benesty, Jacob
    Chen, Jingdong
    Huang, Gongping
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 29 : 632 - 643
  • [2] Multiplicities of the Betti Map Associated to a Section of an Elliptic Surface from a Differential-Geometric Perspective
    Ngaiming Mok
    Sui-Chung Ng
    The Journal of Geometric Analysis, 2023, 33
  • [3] Multiplicities of the Betti Map Associated to a Section of an Elliptic Surface from a Differential-Geometric Perspective
    Mok, Ngaiming
    Ng, Sui-Chung
    JOURNAL OF GEOMETRIC ANALYSIS, 2023, 33 (07)
  • [4] Multiplicities of the Betti map associated to a section of an elliptic surface from a differential-geometric perspective
    Mok, Ngaiming
    Ng, Sui-Chung
    arXiv, 2022,
  • [5] A DIFFERENTIAL-GEOMETRIC PERSPECTIVE ON MAGNETO-HYDRODYNAMIC EQUILIBRIA
    Perrella, David
    BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY, 2024,
  • [6] CANONOID TRANSFORMATIONS FROM A GEOMETRIC PERSPECTIVE
    CARINENA, JF
    RANADA, MF
    JOURNAL OF MATHEMATICAL PHYSICS, 1988, 29 (10) : 2181 - 2186
  • [7] Differential Beamforming on Graphs
    Huang, Gongping
    Benesty, Jacob
    Cohen, Israel
    Chen, Jingdong
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2020, 28 : 901 - 913
  • [8] Digital Geometry from a Geometric Algebra Perspective
    Aveneau, Lilian
    Fuchs, Laurent
    Andres, Eric
    DISCRETE GEOMETRY FOR COMPUTER IMAGERY, DGCI 2014, 2014, 8668 : 358 - 369
  • [9] Bang–Bang Operations from a Geometric Perspective
    Mark S. Byrd
    Daniel A. Lidar
    Quantum Information Processing, 2002, 1 : 19 - 34
  • [10] Turbo-decoding from a geometric perspective
    Richardson, TJ
    1998 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, 1998, : 278 - 278