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SMOOTHING OF 1/F SIGNAL WITH ORTHOGONAL MULTIWAVELET

SMOOTHING OF 1/F SIGNAL WITH ORTHOGONAL MULTIWAVELET
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摘要 Based on the orthogonal multiwavelet model of 1/f signals, smoothing fractal signals from white Gaussian noise with multiwavelet filter is proposed. The proposed multiwavelet method is very simple and easy to realize. Compared with Wornell's single wavelet method, the new method has r filtering factors at each scale and has higher filtering speed, where r is the multiplicity of multiwavelet. Also due to the advantages of multiwavelet, the multiwavelet method performs better than that of Wornell's. Simulation results verify the analysis, and Wornell's method is the special case of our method when r = 1. Based on the orthogonal multiwavelet model of 1/f signals, smoothing fractal signals from white Gaussian noise with multiwavelet filter is proposed. The proposed multiwavelet method is very simple and easy to realize. Compared with Wornell's single wavelet method, the new method has r filtering factors at each scale and has higher filtering speed, where r is the multiplicity of multiwavelet. Also due to the advantages of multiwavelet, the multiwavelet method performs better than that of Wornell's. Simulation results verify, the analysis, and Wornell's method is the special case of our method when r = 1.
出处 《Journal of Electronics(China)》 2006年第2期318-320,共3页 电子科学学刊(英文版)
基金 Supported by the National Laboratory of Space Microwave Technology Foundation(No.51473030105JB3201).
关键词 正交多小波模型 滤波器 信噪比 光滑分形信号 Fractal Multiwavelet Filtering Signal-to-noise ratio
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