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Paper Abstract and Keywords
Presentation 2010-04-23 10:20
TDL-ICA tap selection method based on conditional number and DOP
Takeshi Amishima, Hisakazu Maniwa (Mitsubishi Electric)
Abstract (in Japanese) (See Japanese page) 
(in English) ICA(Independent Component Analysis) is a statistical method to blindly separate mixed signals. Application of ICA to radio monitoring can provide an advantage that there is no need of primitive information such as antenna pattern or replica signals. The drawback is that it requires more sensors than incoming signals. TDL(Tapped Delay Line)-ICA is capable of dealing with more signals than sensors. However, it is computationally heavy when TDL conducts uniformly same number of tap shifts for all sensor elements.
In this paper, we propose a tap selection method such that the separation performance is high with less number of tapped measurements. The proposed method is based on conditional number and DOP(Dilution of Precision). The simulation result shows that the separation performance of the proposed method improves 16dB, compared with the ordinary tap selection.
Keyword (in Japanese) (See Japanese page) 
(in English) ICA / Passive / Radio / Blind / Separation / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 8, SANE2010-7, pp. 37-42, April 2010.
Paper # SANE2010-7 
Date of Issue 2010-04-15 (SANE) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee SANE  
Conference Date 2010-04-22 - 2010-04-23 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Subtropical Environment Remote-Sensing Center, NICT 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Earth observation and general 
Paper Information
Registration To SANE 
Conference Code 2010-04-SANE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) TDL-ICA tap selection method based on conditional number and DOP 
Sub Title (in English)  
Keyword(1) ICA  
Keyword(2) Passive  
Keyword(3) Radio  
Keyword(4) Blind  
Keyword(5) Separation  
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1st Author's Name Takeshi Amishima  
1st Author's Affiliation Mitsubishi Electric Corporation (Mitsubishi Electric)
2nd Author's Name Hisakazu Maniwa  
2nd Author's Affiliation Mitsubishi Electric Corporation (Mitsubishi Electric)
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Speaker
Date Time 2010-04-23 10:20:00 
Presentation Time 25 
Registration for SANE 
Paper # IEICE-SANE2010-7 
Volume (vol) IEICE-110 
Number (no) no.8 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-SANE-2010-04-15 


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