Title :
Improved separability of dipole sources by tripolar versus conventional disk electrodes: A modeling study using independent component analysis
Author :
Cao, Haichuan ; Besio, W. ; Jones, S. ; Medvedev, A.
Author_Institution :
BME, Louisiana Tech Univ., Ruston, LA
Abstract :
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. 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.
Keywords :
bioelectric phenomena; biomedical electrodes; brain-computer interfaces; electric moments; independent component analysis; conventional disk electrodes; dipole source separability; fast fixed-point algorithm; four-layer anisotropic concentric spherical head computer model; independent component analysis; mutual information; scalp surface signals; spatial resolution; tripolar electrodes; Anisotropic magnetoresistance; Brain modeling; Electrodes; Electroencephalography; Head; Independent component analysis; Mutual information; Scalp; Signal generators; White noise;
Conference_Titel :
Bioengineering Conference, 2009 IEEE 35th Annual Northeast
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4362-8
Electronic_ISBN :
978-1-4244-4364-2
DOI :
10.1109/NEBC.2009.4967721