A New Approximation to Classify the Liquids Measured in Microwave Frequency Range

Year 2019, Volume: 23 Issue: 5, 724 - 730, 01.10.2019

Turgut Öztürk

https://doi.org/10.16984/saufenbilder.495640

Abstract

Different classification techniques have
been proposed to analyze the measurement results in order to show that the
liquids measured in the microwave frequency range can be separated. Furthermore,
it has been shown that the proposed process can be applied successfully with
different liquid quantities. Furthermore, the effect of different type
containers has been demonstrated. In this context, five different liquids have
been measured between 0.8-5 GHz in this study, by using ring resonator method. Thus,
the ability of the proposed model has been demonstrated by the success of the
measurement method and classification techniques.

Keywords

Classification, Liquids, Ring-Resonator Method, Transmission Parameter, PCA, K-means

Thanks

The author thanks to Ilhami Unal and Aysun Sayıntılı for providing the measurement data made at Marmara Research Center of TUBITAK.

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