This paper proposes a novel prewhitening eigenspace beamformer suitable for magnetoencephalogram (MEG) source reconstruction when large background brain activities exist. The prerequisite for the method is that control-state measurements, which contain only the contributions from the background interference, be available, and that the covariance matrix of the background interference can be obtained from such control-state measurements. The proposed method then uses this interference covariance matrix to remove the influence of the interference in the reconstruction obtained from the target measurements. A numerical example, as well as applications to two types of MEG data, demonstrates the effectiveness of the proposed method.

译文

本文提出了一种新型的预白化特征空间波束形成器,适用于存在大背景脑活动时的脑磁图 (MEG) 源重建。该方法的先决条件是仅包含来自背景干扰的贡献的控制状态测量是可用的,并且可以从这种控制状态测量中获得背景干扰的协方差矩阵。然后,所提出的方法使用此干扰协方差矩阵来消除从目标测量获得的重建中的干扰的影响。一个数值示例以及在两种类型的MEG数据中的应用证明了该方法的有效性。

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