| 改进BP神经网络在电台“指纹”识别中的应用 |
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| 引用本文： | 王若冰,张硕,何修邦.改进BP神经网络在电台“指纹”识别中的应用[J].电子对抗,2006(2):6-11. |
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| 作者姓名： | 王若冰 张硕 何修邦 |
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| 作者单位： | 解放军电子工程学院,合肥230037 |
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| 摘 要： | 提取了两类实际电台信号的指纹特征，利用改进的BP神经网络对电台指纹特征进行了有指导的分类识别。通过Matlab 6．5．1编程实验，结果表明该算法收敛性好，精度高，对通信电台指纹识别效果比较理想。
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| 关 键 词： | BP神经网络 指纹识别 遗传算法 |
Application of Improved BP Neural Network in Radio Station "Fingerprint" Identification |
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| Wang Ruobing Zhang Shuo He Xiubang.Application of Improved BP Neural Network in Radio Station "Fingerprint" Identification[J].Electronic Warfare,2006(2):6-11. |
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| Authors: | Wang Ruobing Zhang Shuo He Xiubang |
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| Abstract: | The "fingerprint" features of two kinds of actual radio station are extracted and the "fingerprint" features can be supervised identification by improved BP neural network. Experiments with Matlab6.5.1 programming show that this method can expedite convergence pace and improve prediction precision. And it is effective to communication radio station in "fingerprint" identification. |
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| Keywords: | BP neural network "fingerprint" identification genetic algorithm |
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