DocumentCode
2199888
Title
Blind source separation with different sensor spacing and filter length for each frequency range
Author
Sawada, Hiroshi ; Araki, Shoko ; Mukai, Ryo ; Makino, Shoji
Author_Institution
NTT Commun. Sci. Labs., Kyoto, Japan
fYear
2002
fDate
2002
Firstpage
465
Lastpage
474
Abstract
This paper presents a method for blind source separation using several separating subsystems whose sensor spacing and filter length can be configured individually. Each subsystem is responsible for source separation of an allocated frequency range. With this mechanism, we can use appropriate sensor spacing as well as filter length for each frequency range. We obtained better separation performance than with the conventional method by using a wide sensor spacing and a long filter for a low frequency range, and a narrow sensor spacing and a short filter for a high frequency range.
Keywords
blind source separation; filtering theory; bandpass filters; blind source separation; filter length; frequency range; sensor spacing; separation performance; speech signals; subsystem; Blind source separation; Finite impulse response filter; Frequency; Independent component analysis; Jamming; Laboratories; Radio spectrum management; Reverberation; Sensor systems; Source separation;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks for Signal Processing, 2002. Proceedings of the 2002 12th IEEE Workshop on
Print_ISBN
0-7803-7616-1
Type
conf
DOI
10.1109/NNSP.2002.1030058
Filename
1030058
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