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Calibration of a multichannel MEG system based on the Signal Space Separation method

机译:基于信号空间分离法的多通道MEG系统的标定

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For an efficient use of multichannel MEG systems, an accurate sensor calibration is extremely important. This includes the knowledge of both channel sensitivities and channel arrangement, which can deviate from original system plans, e.g., because of thermal stresses. In this paper, we propose a new solution to the calibration of a multichannel MEG sensor array based on the signal space separation (SSS) method. It has been shown that an inaccurate knowledge of sensor calibration limits the performances of the SSS method, resulting in a mismatch between the measured neuromagnetic field and its SSS reconstruction. Given a set of known magnetic sources, we show that an objective function, which strongly depends on sensor geometry, can be derived from the principal angle between the measured vector signal and the SSS basis. Hence, the MEG sensor array calibration is carried out by minimizing the objective function through a standard large-scale optimization technique. Details on the magnetic sources and calibration process are presented here. Finally, an application to the calibration of the 153-channel whole-head MEG system installed at the University of Chieti is discussed.
机译:为了有效使用多通道MEG系统,准确的传感器校准非常重要。这包括关于通道敏感度和通道布置的知识,例如由于热应力而可能偏离原始系统计划。在本文中,我们提出了一种基于信号空间分离(SSS)方法的多通道MEG传感器阵列校准的新解决方案。已经显示,对传感器校准的不正确了解会限制SSS方法的性能,从而导致所测量的神经磁场与其SSS重建之间不匹配。给定一组已知的磁源,我们表明可以从测量的矢量信号和SSS基础之间的主角中得出一个目标函数,该目标函数在很大程度上取决于传感器的几何形状。因此,MEG传感器阵列校准是通过标准的大规模优化技术通过最小化目标函数来进行的。此处介绍了有关磁源和校准过程的详细信息。最后,讨论了在基耶蒂大学安装的153通道全头MEG系统的校准应用。

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