DocumentCode
730420
Title
On the distributed acoustic sensing based on local time-frequency coherence analysis
Author
Petrut, Teodor ; Candel, Ion ; Ioana, Cornel
Author_Institution
Gipsa-Lab., Grenoble Inst. of Technol., St. Martin d´Hères, France
fYear
2015
fDate
19-24 April 2015
Firstpage
2684
Lastpage
2688
Abstract
This paper outlines novel approaches to design a new generation of distributed networks of acoustic sensors. The key-concept is marked by the use of time-frequency signal analysis tools directly embedded at the sensor node. The general framework for analysis at the acoustic sensor level is based on spectrogram which is very simple and easy to implement. The choice of the detection threshold in time-frequency domain is always a difficult task, even more complicated in the embedded computing configurations where eventual threshold adaptive selection algorithms might not have the required complexity. That is, the performances in terms of probability of detection classification and localization accuracy are generally strongly depending of the operational conditions. As such, this paper proposes a novel approach of local signal processing based on phase coherence criterion, designed to track the time-frequency multi-components and which is implemented in a distributed network with a minimum number of acoustic sensors.
Keywords
acoustic signal processing; signal classification; signal detection; time-frequency analysis; distributed acoustic sensing; distributed networks; local time-frequency coherence analysis; phase coherence criterion; spectrogram; threshold adaptive selection algorithm; time-frequency domain; time-frequency signal analysis tools; Acoustics; Algorithm design and analysis; Data processing; Signal processing algorithms; Spectrogram; Time-frequency analysis; acoustic source localization; distributed signal processing; time-frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7178458
Filename
7178458
Link To Document