Design of robust differential microphone arrays with the Jacobi-Anger expansion

被引:28
|
作者
Zhao, Liheng [1 ]
Benesty, Jacob [1 ]
Chen, Jingdong [2 ]
机构
[1] Univ Quebec, INRS EMT, 800 Gauchetiere Ouest,Suite 6900, Montreal, PQ H5A 1K6, Canada
[2] Northwestern Polytech Univ, Ctr Intelligent Acoust & Immers Commun, 127 Youyi W Rd, Xian 710072, Shaanxi, Peoples R China
关键词
Differential microphone arrays (DMAs); Robust DMAs; Beampattern; Beamforming; White noise gain; Directivity factor; First-order DMA; Second-order DMA; Third-order DMA; Jacobi-Anger expansion;
D O I
10.1016/j.apacoust.2016.03.015
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Due to their small size, differential microphone arrays (DMAs) are very attractive. Moreover, they have been effective in combating noise and reverberation. Recently, a new class of DMAs of different orders have been developed with the MacLaurin's series and the frequency-independent patterns. However, the MacLaurin's series does not approximate well the exponential function, which appears in the general definition of the beampattern, when the intersensor spacing is not small enough. To circumvent this problem, we propose in this paper to approximate the exponential function with the Jacobi-Anger expansion. Based on this approximation and the frequency-independent Chebyshev patterns, we derive first-, second-, and third-order DMAs. Furthermore, in order to improve the robustness of DMAs against white noise amplification, we propose to use more microphones combined with minimum-norm filters. It is also shown that the Jacobi-Anger expansion is optimal from a mean-squared error perspective. Simulations are carried out to evaluate the performance of the proposed DMAs. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:194 / 206
页数:13
相关论文
共 50 条
  • [31] DESIGN OF OPTIMAL LINEAR DIFFERENTIAL MICROPHONE ARRAYS BASED ON ARRAY GEOMETRY OPTIMIZATION
    Jin, Jilu
    Huang, Gongping
    Chen, Jingdong
    Benesty, Jacob
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 5741 - 5745
  • [32] ROBUST SOURCE SEPARATION WITH DIFFERENTIAL MICROPHONE ARRAYS AND INDEPENDENT LOW-RANK MATRIX ANALYSIS
    Li, Dexin
    Huang, Gongping
    Lei, Yanqiang
    Chen, Jingdong
    Benesty, Jacob
    28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020), 2021, : 291 - 295
  • [33] ON THE DESIGN OF ROBUST STEERABLE FREQUENCY-INVARIANT BEAMPATTERNS WITH CONCENTRIC CIRCULAR MICROPHONE ARRAYS
    Huang, Gongping
    Chen, Jingdong
    Benesty, Jacob
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 506 - 510
  • [34] Modular Design for Spherical Microphone Arrays
    Gonzalez, Raimundo
    Pearce, Joshua
    Lokki, Tapio
    2018 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY, 2018,
  • [35] ASYMMETRIC BEAMPATTERNS WITH CIRCULAR DIFFERENTIAL MICROPHONE ARRAYS
    Buchris, Yaakov
    Cohen, Israel
    Benesty, Jacob
    2017 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2017, : 190 - 194
  • [36] Steerable differential beamformers with planar microphone arrays
    Gongping Huang
    Jingdong Chen
    Jacob Benesty
    Israel Cohen
    Xudong Zhao
    EURASIP Journal on Audio, Speech, and Music Processing, 2020
  • [37] Spatiotemporal Gradient Analysis of Differential Microphone Arrays
    Kolundzija, Mihailo
    Faller, Christof
    Vetterli, Martin
    JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2011, 59 (1-2): : 20 - 28
  • [38] DIFFERENTIAL MICROPHONE ARRAYS FOR THE UNDERWATER ACOUSTIC CHANNEL
    Mulayoff, Rotem
    Buchris, Yaakov
    Cohen, Israel
    2017 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2017, : 165 - 169
  • [39] On Differential Beamforming With Nonuniform Linear Microphone Arrays
    Jin, Jilu
    Benesty, Jacob
    Huang, Gongping
    Chen, Jingdong
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 30 : 1840 - 1852
  • [40] Steerable differential beamformers with planar microphone arrays
    Huang, Gongping
    Chen, Jingdong
    Benesty, Jacob
    Cohen, Israel
    Zhao, Xudong
    EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2020, 2020 (01)