| 一种基于最优小波包基的电泳荧光信号去噪方法 |
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| 引用本文： | 沈鑫,杜宇人. 一种基于最优小波包基的电泳荧光信号去噪方法[J]. 扬州大学学报(自然科学版), 2011, 14(2) |
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| 作者姓名： | 沈鑫 杜宇人 |
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| 作者单位： | 扬州大学信息工程学院,江苏扬州,225127 |
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| 基金项目： | 国家自然科学基金资助项目(20535010) |
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| 摘 要： | 针对现有电泳荧光信号去噪处理方法的不足,提出一种基于最优小波包基的信号去噪方法.该方法采用Shannon熵准则选择最优小波包基,选取Penalized阈值,用量化后的系数重构得到去噪后的信号.仿真实验表明:基于最优小波包基的电泳荧光信号去噪方法在使信噪比得到提高的同时,电泳荧光信号的峰值误差也进一步减小.
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| 关 键 词： | 小波包变换 最优小波包基 电泳荧光信号 去噪 |
A novel denoising algorithm for electrophoretic fluorescent signal based on the best basis of wavelet packets |
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| SHEN Xin,DU Yu-ren. A novel denoising algorithm for electrophoretic fluorescent signal based on the best basis of wavelet packets[J]. Journal of Yangzhou University(Natural Science Edition), 2011, 14(2) |
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| Authors: | SHEN Xin DU Yu-ren |
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| Affiliation: | SHEN Xin,DU Yu-ren(Sch of Inf Engin,Yangzhou Univ,Yangzhou 225127,China) |
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| Abstract: | Aiming at the drawbacks of the existing denoising methods for electrophoretic fluorescent signal,a novel denoising algorithm based on the best basis of wavelet packets is proposed.It selects the best basis of wavelet packets according to Shannon entropy criteria,uses Penalized threshold and obtains the de-nosing signal by reconstracting the quantified coefficient of the wavelet decomposition.The results of simulation experiment indicate that this algorithm not only increases the signal-to-noise ratio,but al... |
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| Keywords: | wavelet packet transform the best basis of wavelet packets electrophoretic fluorescent signal denoising methods |
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