DocumentCode
1856822
Title
Blind source extraction for a combined fixed and wireless sensor network
Author
Bloemendal, Brian ; Van de Laar, Jakob ; Sommen, Piet
Author_Institution
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
fYear
2012
fDate
27-31 Aug. 2012
Firstpage
1264
Lastpage
1268
Abstract
The emergence of wireless microphones in everyday life creates opportunities to exploit spatial diversity when using fixed microphone arrays combined with these wireless microphones. Traditional array signal processing (ASP) techniques are not suitable for such a scenario since the locations of the wireless sensors are unknown and probably vary over time. In this paper we investigate the use of blind source extraction (BSE) techniques in such a combined acoustic sensor network to perform speech enhancement. We present strategies that apply traditional ASP techniques to the fixed microphone array, while simultaneously the spatial diversity provided by the wireless microphones is exploited. Our conclusion is that BSE techniques can be used in a combined wireless and fixed microphone network to perform speech enhancement.
Keywords
acoustic signal processing; array signal processing; blind source separation; diversity reception; microphone arrays; speech enhancement; wireless sensor networks; ASP technique; BSE technique; array signal processing; blind source extraction; combined acoustic sensor network; fixed microphone array; spatial diversity; speech enhancement; wireless microphone; wireless sensor network; Correlation; Eigenvalues and eigenfunctions; Microphones; Sensors; Vectors; Wireless communication; Wireless sensor networks; Blind source extraction; post processing; second order statistics; wireless acoustic sensor network;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location
Bucharest
ISSN
2219-5491
Print_ISBN
978-1-4673-1068-0
Type
conf
Filename
6334265
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