Title :
A comparison of monopolar and bipolar EEG recordings for SSVEP detection
Author :
Diez, Pablo F. ; Mut, Vicente ; Laciar, Eric ; Avila, Enrique
Author_Institution :
Gabinete de Tecnol. Medica (GATEME), Univ. Nac. de San Juan (UNSJ), San Juan, Argentina
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
This paper presents a comparative study over the detection of Steady-State Visual Evoked Potential (SSVEP) with monopolar or bipolar electroencephalographic (EEG) recordings in a Brain-Computer Interface experiment. Five subjects participated in this study. They were stimulated with four flickering lights at 13, 14, 15 and 16 Hz and the EEG was measured simultaneously with two bipolar channels (O1-P3 and O2-P4) and with six monopolar channels at O1, O2, P3, P4, T5 and T6 referenced to FZ. The EEG was processed by means of spectral analysis and the estimation of power at each stimulation frequency and its harmonics. In average, the monopolar recordings present accuracy in classification of 74.5% against an 80.1% for bipolar recordings. It was found that bipolar recording are better than monopolar recordings for detection of SSVEP.
Keywords :
brain-computer interfaces; electroencephalography; harmonics; medical signal detection; medical signal processing; signal classification; spectral analysis; visual evoked potentials; SSVEP detection; bipolar EEG; brain-computer interface; electroencephalography; frequency 13 Hz to 15 Hz; harmonics; monopolar EEG; power estimation; signal classification; spectral analysis; steady-state visual evoked potential; Accuracy; Electric potential; Electrodes; Electroencephalography; Estimation; Signal processing; Steady-state; Adult; Brain; Electrodes; Electroencephalography; Evoked Potentials, Visual; Female; Humans; Male; Signal Processing, Computer-Assisted; Time Factors; User-Computer Interface;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627451