Bias removal technique for blind source separation with noisy measurements

被引：20

作者：

Douglas, SC

Cichocki, A

Amari, S

机构：

[1] So Methodist Univ, Sch Engn & Appl Sci, Dept Elect Engn, Dallas, TX 75275 USA

[2] RIKEN, Brain Sci Inst, Brain Style Informat Syst Grp, Wako, Saitama 35101, Japan

来源：

ELECTRONICS LETTERS | 1998年 / 34卷 / 14期

关键词：

D O I：

10.1049/el:19980994

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：

In blind source separation, measurement noise introduces biases in the estimated coefficients of the separation matrix. A simple modification to an adaptive algorithm for blind source separation is derived that mitigates these biases for reasonable signal-to-noise ratios when the correlations of the noises are known.

引用

页码：1379 / 1380

页数：2

共 50 条

[21] Study on the spatial separability of blind source separation technique
Zhang, XH
Zhang, AQ
Kang, CY
Xu, LZ
PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 1390 - 1393
[22] An iterative blind source separation technique: Implementation and performance
Belouchrani, A
Abed-Meraim, K
Cardoso, JF
ICICS - PROCEEDINGS OF 1997 INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING, VOLS 1-3: THEME: TRENDS IN INFORMATION SYSTEMS ENGINEERING AND WIRELESS MULTIMEDIA COMMUNICATIONS, 1997, : 122 - 125
[23] Limitations of the Spectrum Masking Technique for Blind Source Separation
Rodrigues, Gustavo Fernandes
Yehia, Hani Camille
INDEPENDENT COMPONENT ANALYSIS AND SIGNAL SEPARATION, PROCEEDINGS, 2009, 5441 : 621 - 628
[24] Blind source separation and beamforming: Algebraic technique analysis
Coviello, CM
Sibul, LH
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2004, 40 (01) : 221 - 235
[25] Generalized sparse signal mixing model and application to noisy blind source separation
Rosca, J
Borss, C
Balan, R
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING SPECIAL SESSIONS, 2004, : 877 - 880
[26] Noisy blind source separation based on CEEMD and Savitzky-Golay filter
Peng, Hua-Fu
Huang, Gao-Ming
2017 2ND INTERNATIONAL SEMINAR ON ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2017, 231
[27] A Blind Source Separation Based Approach for Speech Enhancement in Noisy and Reverberant Environment
Pignotti, Alessio
Marcozzi, Daniele
Cifani, Simone
Squartini, Stefano
Piazza, Francesco
CROSS-MODAL ANALYSIS OF SPEECH, GESTURES, GAZE AND FACIAL EXPRESSIONS, 2009, 5641 : 356 - 367
[28] An Efficient Multistage Approach for Blind Source Separation of Noisy Convolutive Speech Mixture
Khan, Junaid Bahadar
Jan, Tariqullah
Khalil, Ruhul Amin
Saeed, Nasir
Almutiry, Muhannad
APPLIED SCIENCES-BASEL, 2021, 11 (13):
[29] Blind source separation in a noisy environment using super-exponential algorithm
Ito, M
Kawamoto, M
Ohata, M
Mukai, T
Ohnishi, N
Inouye, Y
2005 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Vols 1 and 2, 2005, : 767 - 772
[30] Analysis of Blind Source Separation Techniques for Eye Artifact Removal
Aspiras, Theus H.
Asari, Vijayan K.
WIRELESS NETWORKS AND COMPUTATIONAL INTELLIGENCE, ICIP 2012, 2012, 292 : 340 - 349

← 1 2 3 4 5 →