Based on the theory of Wavelet Analysis and Prcincipal Component Analysis(PCA),Multiscale PCA is introduced which combines the ability of PCA to decorrelate the variables by extracting a linear relationship,with that of wavelet analysis to extract deterministic features and approximately decorrelate autocarrelated measurements.On this basis,an improved MSPCA is presented wich calculates the principal subspace of data
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