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Study on the Model for EM Scattering from 2D Target above Sea Surface Based on Artificial Neural Network

机译:基于人工神经网络的二维目标在海面电磁散射模型研究

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In this paper,a model building for the EM scattering from simple 2D targets above PM sea surface using the Radial Basis Function (RBF) Artificial Neural Network (ANN) was presented.It is based on the analyses of the basal theory of ANN.The database contains a finite number of samples of EM scattering data obtained with the help of the application of the hybrid method to the composite model.A portion of the database is used to train the network and the rest is used to test the performance of ANN model.This work aims to solve the EM scattering from 2D targets above PM sea surface by using the ANN model.
机译:本文基于径向基函数(RBF)人工神经网络(ANN),基于径向基函数(RBF)人工神经网络(ANN)建立了一个简单的2D目标从PM海平面上方的EM散射的模型构建。该数据库包含有限数量的EM散射数据样本,这些样本是通过将混合方法应用于复合模型而获得的。数据库的一部分用于训练网络,其余部分用于测试ANN模型的性能这项工作旨在通过使用ANN模型解决PM海平面以上2D目标的EM散射问题。

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