DocumentCode :
2636033
Title :
Acoustical Blind source separation based on linear advection
Author :
Teramoto, Kenbu ; Khan, Tauhidul Islam ; Torisu, Sei-ichiro
Author_Institution :
Saga Univ., Saga
fYear :
2007
fDate :
17-20 Sept. 2007
Firstpage :
157
Lastpage :
162
Abstract :
This paper presents an autonomous directivity microphone system for the blind source separation based on the newly proposed spatio-temporal gradient algorithm. The proposed blind signal separation algorithm utilizes the linearity among the four signals: (1) the sound pressure, (2) x, (3) y, and (4) z-directional particle velocities, all of which are governed by the wave equation and the equation of motion. The proposed method, therefore, has an ability to simplify the convoluted blind source separation problems into the instantaneous blind source separation problems over the spatio-temporal gradient space. Several acoustical experiments have been performed with acceptable performance of the proposed method of blind source separation.
Keywords :
acoustic signal processing; blind source separation; gradient methods; microphones; acoustical blind source separation; autonomous directivity microphone system; blind signal separation algorithm; linear advection; motion equation; spatiotemporal gradient algorithm; wave equation; Acoustic propagation; Acoustic signal processing; Acoustic waves; Blind source separation; Convolution; Independent component analysis; Partial differential equations; Signal processing; Signal processing algorithms; Source separation; Blind signal separation; Spatio-temporal gradient analysis; Statistical signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE, 2007 Annual Conference
Conference_Location :
Takamatsu
Print_ISBN :
978-4-907764-27-2
Electronic_ISBN :
978-4-907764-27-2
Type :
conf
DOI :
10.1109/SICE.2007.4420969
Filename :
4420969
Link To Document :
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