| 基于神经网络的自适应滤波研究 |
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| 引用本文： | 高金辉,苏明坤.基于神经网络的自适应滤波研究[J].河南师范大学学报(自然科学版),2013,41(1):47-49. |
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| 作者姓名： | 高金辉 苏明坤 |
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| 作者单位： | 河南师范大学物理与信息工程学院,河南新乡,453007 |
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| 摘 要： | 自适应信号处理在信号处理中占据主要地位,自适应滤波又是自适应信号处理中的主要应用.目前对自适应滤波的研究主要集中在算法上,但很难在收敛速度、稳定性和跟踪性能上同时取得最佳性能.综合考虑自适应滤波的各种性能,研究基于神经网络的自适应滤波方法,并通过实例应用来证明了该方法的有效性.该研究对拓展自适应滤波方法和神经网络的应用都具有重要的参考价值.
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| 关 键 词： | 神经网络 自适应滤波 自适应信号处理 |
Adaptive Filter Based on Neural Networks |
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| GAO Jinhui
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SU Mingkun.Adaptive Filter Based on Neural Networks[J].Journal of Henan Normal University(Natural Science),2013,41(1):47-49. |
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| Authors: | GAO Jinhui SU Mingkun |
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| Affiliation: | (College of Physics and Information Engineering,Henan Normal University,Xinxiang 453007,China) |
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| Abstract: | Adaptive signal processing have a dominant position in the signal processing.Adaptive filter is the main application in the adaptive signal processing.Existing research on the adaptive filter focused on the algorithms.It is very difficult to have the convergence speed,stability and tracking performance reach the agreement at the same time.This adaptive filter take into account the various properties of adaptive filter method based on the neural network and through prove the validity of this method by an example.The method of adaptive filter and the application of neural networks have important reference value. |
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| Keywords: | neural networks adaptive filter adaptive signal process |
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