DocumentCode
2150117
Title
Analysis of rate constraints for MWF-based noise reduction in acoustic sensor networks
Author
Lawin-Ore, Toby Christian ; Doclo, Simon
Author_Institution
Signal Process. Group, Univ. of Oldenburg, Oldenburg, Germany
fYear
2011
fDate
22-27 May 2011
Firstpage
269
Lastpage
272
Abstract
In an acoustic sensor network, consisting of spatially distributed microphone nodes, a significant noise reduction can be achieved using the centralized multi-channel Wiener filter (MWF), requiring all available microphone signals in the entire network. However the limited bandwidth of the communication link typically does not al low to transmit all microphone signals between the different nodes. Recently, a distributed node-specific MWF-based noise reduction scheme has been presented, where each node only transmits a filtered combination of its microphone signals. In this paper, the performance gain of the centralized MWF and the distributed node-specific MWF-based scheme are analyzed as a function of the available band width of the communication link.
Keywords
Wiener filters; acoustic signal processing; distributed sensors; microphones; noise abatement; rate distortion theory; MWF-based noise reduction; acoustic sensor network; centralized multichannel Wiener filter microphone signals; communication link; rate constraint analysis; spatially distributed microphone nodes; Acoustic sensors; Microphones; Noise; Noise reduction; Performance gain; Speech; Zinc; Acoustic sensor networks; distributed estimation; rate distortion theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946392
Filename
5946392
Link To Document