• 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