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基于小波多分辨分析的阈值去噪
Threshold denoising based on wavelet multiresolution
【摘要】 简述了基于多分辨分析原理的小波阈值去噪的基本方法,并介绍了几种阈限和选取阈值的规则.利用小波阈值去噪良好的时频局部化特性滤去信号中大量的背景噪声.通过模拟实验得到了良好的效果,说明小波阈值去噪方法适合于信号去噪.
【Abstract】 The basic method of wavelet threshold denoising based on the principle of the multiresolution analysis is presented,and several thresholdings and threshold selection rules are also presented.Plenty of background noise is filterated by the wavelet threshold denoising with local feature well in time?frequency domain.It’s shown by the perfect result of simulation experiment that the method of wavelet threshold denoising is very suitable for signal denoising.
【关键词】 小波;
多分辨分析;
阈值去噪;
信噪比;
【Key words】 wavelet; multiresolution; threshold denoising; signal?to?noise rate;
【Key words】 wavelet; multiresolution; threshold denoising; signal?to?noise rate;
【基金】 河南省自然科学基金(0111040800);焦作工学院博士基金资助项目.
- 【文献出处】 焦作工学院学报(自然科学版) ,Journal of Jiaozuo Institute of Technology , 编辑部邮箱 ,2002年06期
- 【分类号】TN911
- 【被引频次】33
- 【下载频次】271