Improved separability of dipole sources by tripolar versus conventional disk electrodes: a modeling study using independent component analysis.
Tripolar electrodes have been shown to have less mutual information and higher spatial resolution than disc electrodes. In this work, a four-layer anisotropic concentric spherical head computer model was programmed, then four configurations of time-varying dipole signals were used to generate the scalp surface signals that would be obtained with tripolar and disc electrodes, and four important EEG artifacts were tested: eye blinking, cheek movements, jaw movements, and talking. Finally, a fast fixed-point algorithm was used for signal independent component analysis (ICA). The results show that signals from tripolar electrodes generated better ICA separation results than from disc electrodes for EEG signals with these four types of artifacts.
Cao
H
H
Tianjin University, Tianjin, China. hca009@latech.edu
Besio
W
W
Jones
S
S
Medvedev
A
A
D000465:Algorithms; D016880:Anisotropy; D016477:Artifacts; D001185:Artificial Intelligence; D001921:Brain / Q000473:pathology; D003198:Computer Simulation; D003627:Data Interpretation, Statistical; D004566:Electrodes; D004569:Electroencephalography / Q000295:instrumentation* / Q000379:methods; D004867:Equipment Design; D006801:Humans; D008959:Models, Neurological; D015233:Models, Statistical; D012815:Signal Processing, Computer-Assisted