DocumentCode :
501460
Title :
Estimation of mixing ratios of two mixture solutions using shear horizontal surface acoustic wave (SH-SAW) sensors
Author :
Taha, Taha El-Sayed ; Eldosoky, Mohmed A A ; El-Sayed, Ahmed Mostafa
Author_Institution :
Commun. Dept., Menoufia Univ., Shibin El Kom, Egypt
fYear :
2009
fDate :
17-19 March 2009
Firstpage :
1
Lastpage :
7
Abstract :
Recently, surface acoustic waves sensors are developed and used in many applications. Estimation of the mixed electrolytes is one of these applications. This is done by using a flow of this solution passed between two interdigital transducers of SAW sensor. A certain kind of SAW will be generated and called shear horizontal (SH-SAW). This wave is very sensitive to these solutions, where clear perturbations in the attenuation and the frequency shifts of the received signal are observed. Experimental results of the flow liquid system with SH-SAW sensor are taken. From this data, an algorithm is proposed with the aid of backpropagation neural network that will be used directly to identify the two components of ions and determine the mixing ratio between the electrolytes. The durations of the time responses, fast Fourier transform (FFT), discrete cosine transform (DCT) are used as features in this algorithm.
Keywords :
backpropagation; discrete cosine transforms; electrolytes; fast Fourier transforms; neural nets; surface acoustic wave sensors; backpropagation neural network; discrete cosine transform; fast Fourier transform; flow liquid system; interdigital transducers; mixed electrolytes; mixing ratio estimation; mixture solutions; shear horizontal surface acoustic wave sensors; Acoustic sensors; Acoustic transducers; Acoustic waves; Attenuation; Backpropagation algorithms; Discrete cosine transforms; Fluid flow; Frequency; Sensor systems; Surface acoustic waves;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radio Science Conference, 2009. NRSC 2009. National
Conference_Location :
New Cairo
ISSN :
1110-6980
Print_ISBN :
978-1-4244-4214-0
Type :
conf
Filename :
5233460
Link To Document :
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