A transform-based feature extraction approach for motor imagery tasks classification

• Main Authors: Baali, Hamza, Khorshidtalab, Aida, Mesbah, Mustafa, Salami, Momoh Jimoh Eyiomika
• Format: Article
• Language: English
• Published: IEEE 2015
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software
• Online Access: http://irep.iium.edu.my/46812/1/07299634_%281%29.pdf; http://irep.iium.edu.my/46812/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7299634
• Institution: Universiti Islam Antarabangsa Malaysia

In this paper, we present a new motor imagery classification method in the context of electroencephalography (EEG)-based brain-computer interface (BCI). This method uses a signal-dependent orthogonal transform, referred to as linear prediction singular value decomposition (LP-SVD), for feature extra...