A Simple Electronic Tongue

Kumar, Ritesh and Bhondekar, A.P. and Kaur , Rishemjit and Vig, Saru and Sharma, Anupma and Kapur, Pawan A Simple Electronic Tongue. Sensors and Actuators B: Chemical , 171-72. pp. 1046-1053. ISSN 0925-4005

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Official URL: http://www.sciencedirect.com/science/article/pii/S...

Abstract

In this work a novel electronictongue (ET) using Fourier transform impedance spectroscopy has been demonstrated. Odd random phase multisine waveform has been used as an excitation signal. Texas Instruments’ PCM2900B USB audio CODEC chip has been used as a signal generation and an acquisition module for the ET. The acquired impedance features have been further subjected to Principal Component Analysis (PCA) for dimensionality reduction and Support Vector Machines (SVM) for pattern classification. A good classification accuracy has been achieved for single specie samples (taste samples), multi-species samples (water) and complex samples (tea). Also, the performance of the proposed system has been measured in terms of qualitative performance parameters namely, false positive rate, false negative rate, sensitivity rate and specificity rate.

Item Type: Article
Subjects: CSIO > Agri - Instrumentation
Divisions: Agri - Instrumentation
Depositing User: Er. Amol Bhondekar
Date Deposited: 06 Sep 2012 12:57
Last Modified: 06 Sep 2012 12:57
URI: http://csioir.csio.res.in/id/eprint/305

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