Application of microphone arrays to interference cancellation by using null broadening beamforming

被引:0
作者
Wu, Bo-Hsien [1 ,2 ]
机构
[1] Natl Cheng Kung Univ, Dept Syst & Naval Mechatron Engn, Tainan, Taiwan
[2] Natl Cheng Kung Univ, Dept Syst & Naval Mechatron Engn, 1 Univ Rd, Tainan 70101, Taiwan
关键词
Null broadening; Beamforming; Convex optimization; Interference cancellation; EXPERIMENTAL PERFORMANCE; ALGORITHM;
D O I
10.1016/j.sna.2022.114059
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
Beamforming is an important technology for array systems, the spatial filtering can be achieved by focusing the main beam to the target and null point to the interference. Comparing to the noise suppression method based single-channel, the signal from beamforming output shows lower distortion and higher signal-to-interference plus noise ratio. This study is to investigate the null broadening (bearing, width and depth) control of beam -forming, the purpose is to overcome the bearing error between interference and null by producing a broadening null, and to improve the interference signal suppression. Considering the requirements of real-time and broad-band in the acoustic system, the fixed beamforming process is chosen and combined with the convex optimi-zation technique. There are several advantages form fixed process that are better robustness due to avoiding the signal self-cancellation from the issue of model mismatch and low-complexity computation contributes to achieving the real-time and broadband spatial filtering in the present process. In the experiment of the chirp signal, the SNR of beamformer output is increased from 2 to 10.5 dB, the correlation coefficient for target is increased from 0.52 to 0.82, and the interference is reduced from 0.54 to 0.07. In the experiment of the broadband voice signal, the SNR of beamformer output is increased from 2 to 6.5 dB, the correlation coefficient for target is increased from 0.37 to 0.68, and the interference is reduced from 0.58 to 0.19. The experimental results verify that the proposed algorithm can effectively controlled the capability of null broadening and have better interference suppression than other algorithms.
引用
收藏
页数:16
相关论文
共 27 条
[1]   Kalman filter-based microphone array signal processing using the equivalent source model [J].
Bai, Mingsian R. ;
Chen, Ching-Cheng .
JOURNAL OF SOUND AND VIBRATION, 2012, 331 (22) :4940-4955
[2]   HIGH-RESOLUTION FREQUENCY-WAVENUMBER SPECTRUM ANALYSIS [J].
CAPON, J .
PROCEEDINGS OF THE IEEE, 1969, 57 (08) :1408-&
[3]   A realization of sound focused personal audio system using acoustic contrast control [J].
Chang, Ji-Ho ;
Lee, Chan-Hui ;
Park, Jin-Young ;
Kim, Yang-Hann .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2009, 125 (04) :2091-2097
[4]   Acoustic beamforming for noise source localization - Reviews, methodology and applications [J].
Chiariotti, Paolo ;
Martarelli, Milena ;
Castellini, Paolo .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 120 :422-448
[5]   The delay & sum algorithm applied to microphone array measurements: Numerical analysis and experimental validation [J].
Cigada, Alfredo ;
Ripamonti, Francesco ;
Vanali, Marcello .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (06) :2645-2664
[6]   Experimental performance assessment of the sub-band minimum variance beamformer for ultrasound imaging [J].
Diamantis, Konstantinos ;
Greenaway, Alan ;
Anderson, Tom ;
Jensen, Jorgen Arendt ;
Sboros, Vassilis .
ULTRASONICS, 2017, 79 :87-95
[7]   A PROJECTION APPROACH FOR ROBUST ADAPTIVE BEAMFORMING [J].
FELDMAN, DD ;
GRIFFITHS, LJ .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (04) :867-876
[8]   Robust adaptive beamforming against large steering vector mismatch using multiple uncertainty sets [J].
Feng, Yang ;
Liao, Guisheng ;
Xu, Jingwei ;
Zhu, Shengqi ;
Zeng, Cao .
SIGNAL PROCESSING, 2018, 152 :320-330
[9]   ALGORITHM FOR LINEARLY CONSTRAINED ADAPTIVE ARRAY PROCESSING [J].
FROST, OL .
PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1972, 60 (08) :926-&
[10]   A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation [J].
Gannot, Sharon ;
Vincent, Emmanuel ;
Markovich-Golan, Shmulik ;
Ozerov, Alexey .
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (04) :692-730