• DocumentCode
    738004
  • Title

    A High-Speed Camera-Based Approach to Massive Sound Sensing With Optical Wireless Acoustic Sensors

  • Author

    Nava, Gabriel Pablo ; Hoang Duy Nguyen ; Kamamoto, Yutaka ; Sato, Takashi G. ; Shiraki, Yoshifumi ; Harada, Noboru ; Moriya, Takehiro

  • Author_Institution
    NTT Commun. Sci. Labs., Nippon Telephone & Telegraph Corp., Atsugi, Japan
  • Volume
    1
  • Issue
    2
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    126
  • Lastpage
    139
  • Abstract
    This paper introduces an optical wireless audio system, which takes advantage of the parallel transmission feature offered by the arrangement of LEDs and a high-speed video camera. The motivation for building such system is the limitation encountered when deploying huge arrays of sound sensors, as existent wired and RF wireless microphones are undermined by complexity, energy, and bandwidth issues. In contrast, the proposed prototype is able to simultaneously capture 120 audio channels with full bandwidth each. Although the scalability to more channels is currently constrained by the camera interface hardware, our numerical analysis suggests that the proposed algorithms can decode optical signals of over 12 500 audio channels in a single GPU card. We discuss the various challenges involved in its deployment from the optical, image, and audio signal processing standpoints, and develop theoretical and practical solutions to accomplish a full real-time system integration. We further present examples of typical applications such as acoustic imaging of sound fields by beamforming with microphone arrays.
  • Keywords
    audio systems; graphics processing units; light emitting diodes; light transmission; microphone arrays; numerical analysis; optical sensors; video cameras; wireless sensor networks; LED; RF wireless microphone array; acoustic imaging; audio channel; audio signal processing; beamforming; camera interface hardware; high-speed video camera-based approach; image processing; numerical analysis; optical signal decoding; optical wireless acoustic sensor; optical wireless audio system; parallel transmission; single GPU card; sound sensor; wired microphone array; High-speed optical techniques; Light emitting diodes; Optical imaging; Optical sensors; Sensor arrays; Wireless sensor networks; High speed camera; acoustic imaging; beamforming; free space optical communication; high speed camera; microphone arrays; parallel processing; wireless sensor networks;
  • fLanguage
    English
  • Journal_Title
    Computational Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2333-9403
  • Type

    jour

  • DOI
    10.1109/TCI.2015.2454995
  • Filename
    7154431