Application of spline wavelet transform in differential of electroanalytical signal

Autor: Wenliang Gu, Hong Gao, Shuling Zhang, Xun Hou, Jianbin Zheng, Hongquan Zhang
Rok vydání: 2001
Předmět:
Zdroj: Chinese Science Bulletin. 46:550-555
ISSN: 1861-9541
1001-6538
DOI: 10.1007/bf02900406
Popis: Investigating characteristics of spline wavelet, we found that if the two-order spline function, the derivative function of the three-order B spline function, is used as the wavelet base function, the spline wavelet transform has both the property of denoising and that of differential. As a result, the relation between the spline wavelet transform and the differential was studied in theory. Experimental results show that the spline wavelet transform can well be applied to the differential of the electroanalytical signal. Compared with other kinds of wavelet transform, the spline wavelet transform has a characteristic of differential. Compared with the digital differential and simulative differential with electronic circuit, the spline wavelet transform not only can carry out denoising and differential for a signal, but also has the advantages of simple operation and small quantity of calculation, because step length, RC constant and other kinds of parameters need not be selected. Compared with Alexander Kai-man Leung’s differential method, the differential method with spline wavelet transform has the characteristic that the differential order is not dependent on the number of data points in the original signal.
Databáze: OpenAIRE
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