Discrimination of three dimensional fluorescence spectra based on wavelet analysis and independent component analysis.

Xiaoya Yu,Yujun Zhang,Gaofang Yin,Nanjing Zhao,Xue Xiao,Changhua Lu,Yanwei Gao,Wei Zhang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2014）

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摘要

•Wavelet analysis and ICA are applied for recognition of overlapped spectra.•Wavelet analysis extracts the features of the spectra and amplifies differences.•ICA analysis is used to separate single component before linear regression.

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关键词

Blind signal separation,Three dimensional fluorescence spectra,Wavelet analysis,Independent component analysis

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