• 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