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采用频域紧支集正交小波基消除瞬态散射回波中的高斯白噪声干扰
引用本文:焦丹,徐善驾,吴先良,李世雄.采用频域紧支集正交小波基消除瞬态散射回波中的高斯白噪声干扰[J].电子学报,1999,27(6):120-122.
作者姓名:焦丹  徐善驾  吴先良  李世雄
作者单位:1. 中国科学技术大学电子工程系,合肥,230027
2. 安徽大学电子工程系,合肥,230039
3. 安徽大学数学系,合肥,230039
基金项目:国家科委95地方重点科技攻关项目资助
摘    要:本文提出一种采用频域紧支集正交小波基的非线性柔性阈值波方法,该方法利用频域紧集小波基的良好频谱特性和信号压缩能力,有效地消除了高斯白噪声对瞬态散射回波的干扰。

关 键 词:频域紧支集正交小波基  瞬态散射回波  非线性柔性阈值滤波  高斯白噪声

Recovery of Signal from Transient Scattered Response Contarninated by Gaussian White Noise Based on Orthogonal Bases of Compactly Supported Wavelets in Frequencey Domain
Jiao Dan, Xu Shanjia.Recovery of Signal from Transient Scattered Response Contarninated by Gaussian White Noise Based on Orthogonal Bases of Compactly Supported Wavelets in Frequencey Domain[J].Acta Electronica Sinica,1999,27(6):120-122.
Authors:Jiao Dan  Xu Shanjia
Abstract:In this paper, a nonlinear soft-thresholding method based on orthogonal bases of compactly supported wavelets in frequency domain is proposed to recover signal from transient scattered response contaminated by Gaussian white noise. Two poverties of this kind of wavelet basis are responsible for the effectiveness of the proposed method:one is its compact support in frequency domain, the other is its great capability in data compression. The effectiveness of the proposed method is verified with a synthetic transient scattered response,measured response of a sphere and response of a model aircraft B-58 having the scale ratio of 1: 72 with additive Gaussian noise. The results obtained by the method are compared with those of Fourier truncation, spline smoothing, maximum modulus algorithm of wavelet and nonlinear soft-thresholding based on compactly supported wavelet bases in time domain. The superiority of the proposed method is thus demonstrated.
Keywords:Orthogonal wavelet bases with compact support in frequency domain  Transient scattered response  Nonlinear soft-thresholding  Gaussian white noise
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