Title :
Recording and recognition of movement related EEG signal
Author :
J. Dolezal;J. St´astny;P. Sovka
Author_Institution :
Biological Signal Lab., Faculty of Electrical Engineering, Czech Technical University in Prague, Technick? 2, Praha 6, 166 27 Czech Republic
Abstract :
This article describes method of recording movement EEG database and experimental results of movement classification. The database recording protocol is designed towards real BCI application. Extension and flexion movement of right index finger is classified. The experimental results with our leading hidden Markov chain classification system and LVQ network are presented. Movements are detected with classification score up to 100% but classification on the same side of the body fails.
Keywords :
"Electroencephalography","Databases","Fingers","Electrodes","Protocols","Electromyography","Hidden Markov models","Scalp","Eyes","Laplace equations"
Conference_Titel :
Applied Electronics, 2009. AE 2009
Print_ISBN :
978-80-7043-781-0
