| 基于ANN的电磁环境预测分析 |
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| 引用本文： | 徐文杰,周新力,李福琦,宋斌斌.基于ANN的电磁环境预测分析[J].舰船电子工程,2010,30(11):159-161. |
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| 作者姓名： | 徐文杰 周新力 李福琦 宋斌斌 |
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| 作者单位： | [1]海军航空工程学院研究生管理大队,烟台264001 [2]海军航空工程学院电子信息工程系,烟台264001 |
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| 摘 要： | 人工神经网络作为一个具有高度非线性映射能力的的计算模型,在工程中具有广泛的应用前景。在数值预测方面,它不需要预选确定样本的数学模型,仅通过学习样本数据即可以进行预测。文章探讨了利用BP神经网络进行电磁环境预测的方法,通过仿真结果可以看出本方法的有效性。
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| 关 键 词： | 人工神经网络 BP网络 复杂电磁环境 预测 |
Prediction and Analysis of Electromagnetic Environment Based on ANN |
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| Xu Wenjie,Zhou Xinli,Li Fuqi,Song Binbin.Prediction and Analysis of Electromagnetic Environment Based on ANN[J].Ship Electronic Engineering,2010,30(11):159-161. |
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| Authors: | Xu Wenjie Zhou Xinli Li Fuqi Song Binbin |
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| Institution: | Xu Wenjie) Zhou Xinli) Li Fuqi) Song Binbin)(Gradute Student Brigade of NAAU1),Yantai 264001)(Department of Electronic and Information Engineering,NAAU2),Yantai 264001) |
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| Abstract: | As a calculation model of high degree nonlinear mapping ability,artificial neural networks show wide application prospects in engineering.In the aspects of number predicting,it do not need to confirm the mathematics model of the sample,and it can predict only by learning data of the sample.In this paper we studied the method of prediction of electromagnetic environment using artificial neural networks,the simulation results shows the validity of this method. |
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| Keywords: | ANN BP network complicated electromagnetic environment prediction |
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