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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946392