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
Link To Document :
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