Title :
Comparison of various approaches for P3 component detection using basic methods for signal processing
Author :
Tomáš Řondík;Jindřich Ciniburk
Author_Institution :
Department of Computer Science and Engineering, University of West Bohemia, Pilsen, Czech Republic
Abstract :
The paper deals with event-related potential (ERP) components detection using wavelet transform (both continuous and discrete form), matching pursuit algorithm and Hilbert-Huang transform. The EEG/ERP domain is shortly introduced and essential information about EEG and ERP signals is given. The wavelet transform, matching pursuit algorithm and Hilbert-Huang transform are introduced and their suitability for ERP components detection is described. Experimental results obtained by using these algorithms for P3 components detection are summarized.
Keywords :
"Matching pursuit algorithms","Electroencephalography","Continuous wavelet transforms","Discrete wavelet transforms","Signal processing algorithms"
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Print_ISBN :
978-1-4244-9351-7
Electronic_ISBN :
1948-2922
DOI :
10.1109/BMEI.2011.6098496
