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OALib Journal期刊
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Noise Reduction of Non-stationary Signal Based on Wavelet Transform
基于小波变换的非平稳信号去噪

Keywords: Signal,Noise Reduction,Wavelet Transform,Non-stationary
信号
,去噪,小波变换,非平稳性

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Abstract:

Addresses the problem of noise reduction under stationary and non-stationary environments, which based on the wavelet transform. This algorithm can overcome the deficiency of the conventional algorithms of noise reduction, which were only efficient for stationary environments and have large level of signal residual noise. The algorithm is based on the different amplitude value change of signal and noise and their distributing character in the wavelet domain, by this way,can find the site and the value of the noise in the wavelet domain. Experiments confirm that the noise reduction by proposed algorithm is effective to reduce the noise under stationary and non-stationary environments.

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