Blind source separation by entropy rate minimization

被引：5

作者：

Gómez-Herrero G. ^{[1
]}

Rutanen K. ^{[1
]}

Egiazarian K. ^{[1
]}

机构：

[1] Department of Signal Processing, Tampere University of Technology, Tampere

来源：

IEEE Signal Processing Letters | 2010年 / 17卷 / 02期

关键词：

Blind source separation; Electroencephalography; Independent component analysis;

D O I：

10.1109/LSP.2009.2035731

中图分类号：

学科分类号：

摘要：

An algorithm for the blind separation of mutually independent and/or temporally correlated sources is presented in this letter. The algorithm is closely related to the maximum likelihood approach based on entropy rate minimization but uses a simpler contrast function that can be accurately and efficiently estimated using nearest-neighbor distances. The advantages of the new algorithm are highlighted using simulations and real electroencephalographic data. © 2009 IEEE.

引用

页码：153 / 156

页数：3

共 50 条

[31] Nonlinear Blind Source Separation for Sparse Sources [J].

Ehsandoust, Bahram ;

Rivet, Bertrand ;

Jutten, Christian ;

Babaie-Zadeh, Massoud .

2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2016, :1583-1587

[32] NMF versus ICA for blind source separation [J].

Mirzal, Andri .

ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2017, 11 (01) :25-48

[33] A parametric density model for blind source separation [J].

Zhong, Mingjun ;

Du, Junfu .

NEURAL PROCESSING LETTERS, 2007, 25 (03) :199-207

[34] Blind source separation and the analysis of microarray data [J].

Chiappetta, P ;

Roubaud, MC ;

Torrésani, B .

JOURNAL OF COMPUTATIONAL BIOLOGY, 2004, 11 (06) :1090-1109

[35] Blind source separation based on genetic algorithm [J].

College of Software, Hunan University, Changsha 410082, China ;

不详 ;

不详 .

Jisuanji Yanjiu yu Fazhan, 2006, 2 (244-252) :244-252

[36] Blind source separation (BSS) for fMRI analysis [J].

Lei, T ;

Udupa, JK .

MEDICAL IMAGING 2001: PHYSIOLOGY AND FUNCTION FROM MULTIDIMENSIONAL IMAGES, 2001, 4321 :312-320

[37] Blind Source Separation for Convolutive Audio Mixing [J].

Rosebell, V. Jerine Rini ;

Sugumar, D. ;

Shindu ;

Sherin .

INFORMATION TECHNOLOGY AND MOBILE COMMUNICATION, 2011, 147 :473-476

[38] Blind source separation - Semiparametric statistical approach [J].

Amari, S ;

Cardoso, JF .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (11) :2692-2700

[39] Blind source separation of nerve cuff recordings [J].

Tesfayesus, W ;

Yoo, P ;

Durand, DM .

PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: A NEW BEGINNING FOR HUMAN HEALTH, 2003, 25 :2507-2510

[40] A parametric density model for blind source separation [J].

Mingjun Zhong ;

Junfu Du .

Neural Processing Letters, 2007, 25 :199-207

← 1 2 3 4 5 →