Title :
Dynamic extraction of visual evoked potentials through spatial analysis and dipole localization
Author :
Wang, Yunhua ; Yang, Fusheng
Author_Institution :
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
Abstract :
The dynamic extraction of evoked potential is a problem of great interest in EEG signal processing. Here, a comprehensive method is presented which integrates spatial analysis and dipole localization to make full use of the spatial-temporal information contained in the multichannel stimulation records. A realistic double boundary head model is constructed through CT scans and a two-step method devised to overcome the ill-posed nature of the forward problem of EEG caused by the low conductivity of the skull. As a result, visual evoked potentials can be effectively extracted from only two consecutive records and the dynamic information of visual evoked potential thus procured. The efficiency of the presented method has been verified by means of computer simulation and a clinical experiment.
Keywords :
electroencephalography; medical signal processing; visual evoked potentials; 2-step method; EEG forward problem; EEG signal processing; clinical experiment; computer simulation; dipole localization; dynamic extraction; ill-posed problem; multichannel stimulation records; realistic double boundary head model; spatial analysis; visual evoked potentials; Brain modeling; Computed tomography; Computer simulation; Conductivity; Data mining; Electroencephalography; Information analysis; Magnetic heads; Signal processing; Skull; Computer Simulation; Electroencephalography; Evoked Potentials, Visual; Humans; Skull;
Journal_Title :
Biomedical Engineering, IEEE Transactions on