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
  • [31] Birkhoff's Theorem from a geometric perspective: A simple example
    Lawvere, F. William
    CATEGORIES AND GENERAL ALGEBRAIC STRUCTURES WITH APPLICATIONS, 2016, 4 (01) : 1 - 7
  • [32] Revisiting Security Estimation for LWE with Hints from a Geometric Perspective
    Dachman-Soled, Dana
    Gong, Huijing
    Hanson, Tom
    Kippen, Hunter
    ADVANCES IN CRYPTOLOGY - CRYPTO 2023, PT V, 2023, 14085 : 748 - 781
  • [33] Rethinking Optical Flow from Geometric Matching Consistent Perspective
    Dong, Qiaole
    Cao, Chenjie
    Fu, Yanwei
    2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR, 2023, : 1337 - 1347
  • [34] Highway Geometric Design from the Perspective of Recent Safety Developments
    Kanellaidis, George
    Vardaki, Sophia
    JOURNAL OF TRANSPORTATION ENGINEERING, 2011, 137 (12) : 841 - 844
  • [35] Exploring Urban Travel Routes' Characteristics from a Geometric Perspective
    Liu, Kang
    Qiu, Peiyuan
    Li, Mingxiao
    Liu, Xiliang
    Lu, Feng
    2016 24TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS), 2016,
  • [36] Real-space renormalization from a geometric fractal perspective
    den Nijs, M
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1998, 251 (1-2) : 52 - 69
  • [37] On microphone-array beamforming from a MIMO acoustic signal processing perspective
    Benesty, Jacob
    Chen, Jingdong
    Huang, Yiteng
    Dmochowski, Jacek
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (03): : 1053 - 1065
  • [38] Differential Diagnosis of Eosinophilia from a Haematological Perspective
    Sockel, Katja
    Reiter, Andreas
    Bornhaeuser, Martin
    Schwaab, Juliana
    AKTUELLE RHEUMATOLOGIE, 2024, 49 (04) : 240 - 246
  • [39] Broadening the differential diagnosis from a different perspective
    Jolobe, Oscar M.
    AMERICAN JOURNAL OF MEDICINE, 2007, 120 (10): : E13 - E13