DocumentCode :
595711
Title :
Acoustic signature based discrimination of drinking water
Author :
Chouhan, R.S. ; Kiranmayee, A.H. ; Panchariya, P.C. ; Prasad, P. Bhanu
Author_Institution :
Digital Syst. Group, CSIR, Pilani, India
fYear :
2012
fDate :
18-21 Dec. 2012
Firstpage :
557
Lastpage :
560
Abstract :
This paper deals with the use of acoustic signature for the qualitative analysis of water, where the focus is on the development of ultrasonic based system and its evaluation in terms of discrimination capability. The prototype described in this paper has been designed in the framework of the development of a portable instrument for classification purpose. The common concept for the estimation of quality of water in the various approaches presented in the literature lies in the combination of non-selective sensors for the characterization of water. The fundamental idea of this paper is to investigate how an adequate signal processing approach applied to a mature and affordable acoustic sensor technique can address the issue of extracting aggregate information, which is useful to characterize the water samples. In the proposed approach, dimensionality reduction is performed in a transformed domain via principal component analysis (peA). It is shown that a system based on the proposed acoustic sensor system is able to detect water quality changes.
Keywords :
acoustic signal processing; portable instruments; principal component analysis; ultrasonic transducers; water; PCA; acoustic sensor technique; acoustic signature based discrimination; drinking water; nonselective sensors; portable instrument development; principal component analysis; signal processing approach; ultrasonic based system; water qualitative analysis; Acoustic measurements; Acoustics; Principal component analysis; Sensors; Ultrasonic imaging; Ultrasonic variables measurement; Water pollution; Acoustic Signature; component analysis; features selection; principal; water quality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensing Technology (ICST), 2012 Sixth International Conference on
Conference_Location :
Kolkata
ISSN :
2156-8065
Print_ISBN :
978-1-4673-2246-1
Type :
conf
DOI :
10.1109/ICSensT.2012.6461741
Filename :
6461741
Link To Document :
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