A consideration of blind source separation for non-linear mixture

被引：0

作者：

Matsumoto, H ^{[1
]}

Takasakit, S ^{[1
]}

Otani, N ^{[1
]}

Furukawa, T ^{[1
]}

机构：

[1] Maebashi Inst Technol, Maebashi, Gumma 3710816, Japan

来源：

ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS | 2005年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In a conventional blind source separation, we assume linear channel for mixed process. But, in many cases, the channels for biomedical signals are nonlinear channel. So we cannot use the conventional method. Then, we present non-liner model using Volterra series, and we propose a new blind source separation method for non-liner model.

引用

页码：169 / 172

页数：4

共 50 条

[31] INVARIANT THEORETICAL CONSIDERATION OF NON-LINEAR REALIZATIONS
HAMAMOTO, S
PROGRESS OF THEORETICAL PHYSICS, 1978, 60 (01): : 315 - 316
[32] Underdetermined Blind Source Separation Using Linear Separation System
Cermak, Jan
Smekal, Zdenek
MULTIMODAL SIGNAL: COGNITIVE AND ALGORITHMIC ISSUES, 2009, 5398 : 300 - +
[33] On the entropy minimization of a linear mixture of variables for source separation
Vrins, F
Verleysen, M
SIGNAL PROCESSING, 2005, 85 (05) : 1029 - 1044
[34] Modulation domain blind source separation for noisy speech mixture
Zhang, Yi
Zhao, Yunxin
13TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2012 (INTERSPEECH 2012), VOLS 1-3, 2012, : 1542 - 1545
[35] Blind Source Separation Based on Convolution Mixture Speech Signals
Yan, Li
Zhen, Yang
2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
[36] An online algorithm for blind source separation with Gaussian mixture model
Ohata, M
Tokunari, T
Matsuoka, K
IEEE 2000 ADAPTIVE SYSTEMS FOR SIGNAL PROCESSING, COMMUNICATIONS, AND CONTROL SYMPOSIUM - PROCEEDINGS, 2000, : 375 - 378
[37] A geometric approach to post nonlinear mixture in blind source separation
Nguyen, TV
Patra, JC
Das, A
2004 9TH IEEE SINGAPORE INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS (ICCS), 2004, : 260 - 264
[38] Handling a Dynamic Mixture of Sources in Blind Source Separation Tasks
Phon-Amnuaisuk, Somnuk
2013 CONFERENCE ON TECHNOLOGIES AND APPLICATIONS OF ARTIFICIAL INTELLIGENCE (TAAI), 2013, : 211 - 216
[39] A Novel Adaptive Algorithm for Blind Signal Separation of Linear Mixture
Zhu Yi-yong
Zhu Yong-gang
Yao Fu-qiang
Guan Sheng-yong
2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 1028 - +
[40] Blind maximum likelihood separation of a linear-quadratic mixture
Hosseini, S
Deville, Y
INDEPENDENT COMPONENT ANALYSIS AND BLIND SIGNAL SEPARATION, 2004, 3195 : 694 - 701

← 1 2 3 4 5 →