Title :
Effect of realistic human head modelling on brain source distribution
Author :
Ahn, Seungyoung ; Kim, Dongkyu ; Hong, J.H. ; Jun, S.C.
Author_Institution :
Sch. of Inf. & Commun., Gwangju Inst. of Sci. & Technol., Gwangju, South Korea
Abstract :
The accuracy of the source localisation using EEG measurements depends on the noise as well as the computational model, so the improvement of localisation performance by using a very realistic model is limited. In this reported work, the source localisation effects of various human head models with different geometrical deformation for low signal-to-noise ratio (SNR) measurement are investigated. Assuming the most dense mesh as a model without model mismatch, it was found that some error due to the model mismatch was tolerably small in the range of low SNRs less than 0 dB. This provides a cost-effective strategy of head model generation, depending on a given tolerable level of localisation error.
Keywords :
electroencephalography; medical signal processing; physiological models; signal sources; EEG measurements; brain source distribution; computational model; human head models; realistic human head modelling effects; signal-noise ratio; source localisation;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.1569