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《Chinese Journal of Analytieal Chemistry》 1996-09
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Wavelet Analysis as A New Method in Analytical Chemometrics

Lu Xiaoquan; Mo Jinyuan (Department of Chemistry, Zhongshan University, Guangzhou 510275)  
Wavelet analysis is a new mathematical subject which has been developed at the end of the 1989s. It is a perfect combination of functional analysis, Fourier analysis, stripe analysis, harmonic analysis and numerical analysis. It is also a milestone in Fourier analysis history. Wavelet analysis is used to transform a signal at different scales and the signal is approached by scaling function which is generated by wavelet function. Because of its properties including orthogonality, orientation, flexible time-frequency windows and governed localized support, it is unique in signal processing. This paper describes the genearal expressions for wavelet analysis and reviews its application in chemometrics. Special attention is given to the advantages and the application prospects of wavelet in chemometrics.
【Fund】: 国家自然科学基金;;广东省自然科学基金
【CateGory Index】: O65
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