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集成滤波器在谱图信号除噪中的应用
引用本文:张云华,胡上序.集成滤波器在谱图信号除噪中的应用[J].分析化学,1996,24(12):1421-1424.
作者姓名:张云华  胡上序
作者单位:浙江大学智能信息工程研究所
摘    要:本文提出了一种由神经元网络与线性自适应滤波器组成的集成滤波器的实现方法,用于谱图信号除噪处理。

关 键 词:化学分析  谱图信号  除噪  神经网络  自适应滤波器

Integration Filter Applied to the Noise Removing From Spectral Signal
Zhang Yunhua, Hu Shangxu, Yu Menghuai.Integration Filter Applied to the Noise Removing From Spectral Signal[J].Chinese Journal of Analytical Chemistry,1996,24(12):1421-1424.
Authors:Zhang Yunhua  Hu Shangxu  Yu Menghuai
Abstract:In this paper, a novel methodology of integration filter made up of artificial neural network (ANN) and linear adaptive filter (LAF) was proposed to remove noise from spectral signal(SS). In the integration filter, the nonlinear property of SS is represented by ANN,also adaptive algorithm is used to improve the ability of noise removing. It came to the conclusion that the integration filter could have a powerful capability of noise removing under the condition of less signal distortion according to the experiment.
Keywords:Spectral signal  noise removing  integration  artificial neural network  adaptive filter
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