Principal Component Analysis in ECG Signal Processing

This paper reviews the current status of principal component analysis in the area of ECG signal processing. The fundamentals of PCA are briefly described and the relationship between PCA and Karhunen-Loève transform is explained. Aspects on PCA related to data with temporal and spatial corr...

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Bibliographic Details
Main Authors: Andreas Bollmann, José Millet Roig, Leif Sörnmo, Pablo Laguna, Francisco Castells
Format: Article
Language:English
Published: SpringerOpen 2007-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2007/74580