| 基于函数连接型神经网络的非线性滤波 |
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| 引用本文： | 吕久旭,吴乐南.基于函数连接型神经网络的非线性滤波[J].吉林工学院学报,2006,27(4):305-307. |
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| 作者姓名： | 吕久旭 吴乐南 |
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| 作者单位： | 东南大学信息科学与工程学院 江苏南京210096 |
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| 摘 要： | 提出了一种基于函数连接型神经网络(FLNN)的非线性滤波解决方案,比较了线性滤波器和FLNN神经网络在非线性滤波中的性能差异。应用MATLAB针对伴有随机噪声的信号进行了仿真滤波试验,证明了该理论的可行性。
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| 关 键 词： | 函数连接型 神经网络 非线性滤波 仿真 |
| 文章编号： | 1006-2939（2006）04-0305-03 |
| 收稿时间： | 2006-10-21 |
| 修稿时间： | 2006年10月21 |
Nonlinear filtering based on the functionally linked neural network |
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| LV Jiu-xu,WU Le-nan.Nonlinear filtering based on the functionally linked neural network[J].Journal of Jilin Institute of Technology,2006,27(4):305-307. |
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| Authors: | LV Jiu-xu WU Le-nan |
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| Institution: | School of Information Science and Engineering, Southeast University, Nanjing 210096, China |
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| Abstract: | A method of nonlinear filtering based on the functionally linked neural network is presented here.We find the performance differences between the linear filter and the FLNN neural network in nonlinear filtering.To the signal with random noise,the simulation filtering experiment is carried out with MATLAB,which verifies feasibility of the method. |
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| Keywords: | functionally linked neural network nonlinear filtering simulation |
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