Abstract
Beamforming technique can be applied to map the neuronal activities from magnetoencephalographic/electroencephalographic (MEG/EEG) recordings. One of the major difficulties of the scalar-type MEG/EEG beamformer is the determination of accurate dipole orientation, which is essential to an effective spatial filter. This paper presents a new beamforming technique which exploits a maximum contrast criterion to maximize the ratio of the neuronal activity estimated in a specified active state to the activity estimated in a control state. This criterion leads to a closed-form solution of the dipole orientation. Experiments with simulation, phantom, and finger-lifting data clearly demonstrate the effectiveness, efficiency, and accuracy of the proposed method.
Original language | English |
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Article number | 1673618 |
Pages (from-to) | 1765-1774 |
Number of pages | 10 |
Journal | IEEE Transactions on Biomedical Engineering |
Volume | 53 |
Issue number | 9 |
DOIs | |
State | Published - 1 Sep 2006 |
Keywords
- EEG
- Electromagnetic brain mapping
- Maximum contrast beamformer
- MEG