张旭俊,张宇.Daubechies小波系数新解法[J].电测与仪表,2022,59(12):89-95. Zhang Xu-jun,ZHANG Yu.A New Solution of Wavelet Coefficients of Daubechies[J].Electrical Measurement & Instrumentation,2022,59(12):89-95.
Daubechies小波系数新解法
A New Solution of Wavelet Coefficients of Daubechies
Wavelet analysis is a popular direction of signal processing, which involves many specialized fields. The classical wavelet theory is abstruse and hard to understand, it is beyond the scope of general higher mathematics, this paper takes Daubechies wavelet as an example, the derivation of classical wavelet theory is simplified generally, for the sake of the reader''s easy understanding, the derivation process is detailed, and finally it is introduced to express with wavelet matrix. The sampling sequence data can be decomposed and reconstructed by wavelet, and the original data can be recovered accurately and nondestructively. If the orthogonality of wavelet corresponds to the orthogonality of wavelet matrix, the result of multiresolution can be obtained by multiple biscale decomposition. Finally, the paper presents the engineering cases of the analysis of the waveforms of the double-scale wavelet decomposition in fault anomaly, insurge current and switch function, and puts forward the effective solutions to the problem of edge distortion.
