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A New Wavelet Threshold Determination Method Considering Interscale Correlation in Signal Denoising

机译:考虑信号去噪中的晶体相关性的新小波阈值确定方法

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摘要

Due to simple calculation and good denoising effect, wavelet threshold denoising method has been widely used in signal denoising. In this method, the threshold is an important parameter that affects the denoising effect. In order to improve the denoising effect of the existing methods, a new threshold considering interscale correlation is presented. Firstly, a new correlation index is proposed based on the propagation characteristics of the wavelet coefficients. Then, a threshold determination strategy is obtained using the new index. At the end of the paper, a simulation experiment is given to verify the effectiveness of the proposed method. In the experiment, four benchmark signals are used as test signals. Simulation results show that the proposed method can achieve a good denoising effect under various signal types, noise intensities, and thresholding functions.
机译:由于计算和良好的去噪效果,小波阈值去噪方法已广泛用于信号去噪。在此方法中,阈值是影响去噪效果的重要参数。为了提高现有方法的去噪效果,介绍了考虑差异相关性的新阈值。首先,基于小波系数的传播特性提出了一种新的相关指数。然后,使用新索引获得阈值确定策略。在纸张结束时,仿真实验验证了该方法的有效性。在实验中,四个基准信号用作测试信号。仿真结果表明,该方法在各种信号类型,噪声强度和阈值函数下可以实现良好的去噪效果。

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