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