Comparison of Various Approaches for P3 Component Detection Using Basic Methods for Signal Processing

摘要：

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.

关键词： Event-related potentials ERP signal processing continuous wavelet transform CWT discrete wavelet transform DWT matching pursuit algorithm, MP Hilbert-Huang transform HHT electroencephalography EEG P3 component.

作者: Tomas Rondik Jind tich Ciniburk

作者单位: Department of Computer Science and Engineering University of West Bohemia Pilsen, Czech Republic

会议类型: 国际会议

会议名称: 2011 4th International Conference on Biomedical Engineering and Informatics(第四届生物医学工程与信息学国际会议 BMEI 2011)

会议地点: 上海

会议语种:英文

页码: 695-699

在线出版日期: 2011-10-15（万方平台首次上网日期，不代表论文的发表时间）