DOI: https://doi.org/10.3103/S0735272715080051
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Coordinate system for determination of position and orientation of conducting rod

Determination of position and orientation of conducting rod using a neural network

D. Lyasota, V. M. Morozov, A. Syanov

Abstract


The problem of electromagnetic wave diffraction by a conducting rod has been solved using the integral equation technique. The diagram of backward scattering has been plotted. A wavelet packet decomposition of the obtained characteristic has been carried out. Based on the values of Shannon entropy for decomposition components we have constructed the feature vector. We have trained a neural network based on radial basis elements, which allows one to determine the position of a rod and its spatial orientation based on the feature vector. Numerical simulation and statistical analysis of the numerical results have been carried out.


Keywords


integral equation technique; diffraction by a metal rod; wavelet packet transform; neural network; radial basis element

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References


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