A method of EEG signal feature extraction based on hybrid DWT and EMD

A method of EEG signal feature extraction based on hybrid DWT and EMD

The processing and recognition of electroencephalogram (EEG) signal is the most important part of brain-computer interface (BCI) system, and the quality of signal processing and recognition is directly related to the effectiveness of BCI system. Aiming at the problems of incomplete removal of artifa...

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Bibliographic Details
Main Authors: Xiaozhong Geng, Linen Wang, Ping Yu, Weixin Hu, Qipeng Liang, Xintong Zhang, Cheng Chen, Xi Zhang
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Alexandria Engineering Journal
Subjects:
EEG
FastICA
Discrete wavelet transform
Empirical mode decomposition
Support vector machine
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824015278
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