Support Vector Regression Model for Measuring the Permittivity of Asphalt Concrete

IEEE Microwave and Wireless Components Letters（2007）

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摘要

The support vector regression (SVR) model for waveguide method of measuring the permittivity of asphalt concrete is presented in this letter. To validate the SVR model, simulated and measured data are employed. The training and testing data for the simulated SVR model are obtained by the reflection coefficient expression. While the testing data for the measured SVR model is obtained by HFSS. Exper...

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关键词

Permittivity measurement,Asphalt,Concrete,Testing,Reflection,Support vector machines,Electromagnetic heating,Rectangular waveguides,Support vector machine classification,Predictive models

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