首页> 外文期刊>Journal of the Instrument Society of India: Proceedings of the national symposium on instrumentation >Signal Space Separation Method for Extraction of Signals in Magnetoencephalography
【24h】

Signal Space Separation Method for Extraction of Signals in Magnetoencephalography

机译:脑磁图中信号提取的信号空间分离方法

获取原文
获取原文并翻译 | 示例
       

摘要

Signal Space Separation (SSS) method is a technique which exploits the possibility of expressing the magnetic field signals measured outside the brain as a sum of two separate and rapidly converging expansions in terms of spherical harmonic functions with one set of expansion terms for signals arising from sources localized inside a designated volume (signal of interest) and the other set of expansion terms for signals arising from sources outside the designated volume (noise). This expansion can be utilized to eliminate the contribution of unwanted signals due to external magnetic noise that inevitably get recorded along with the actual biomagnetic signal. In this paper, the SSS method has been implemented by regrouping the radial functions in the expansion. Our calculations show that it is possible to extract the true biomagnetic signal arising due to intracranial sources located inside the measurement volume from the measured magnetic signal which includes the contribution from an external magnetic dipole artifact which is about 50 times stronger compared to the intracranial sources but is positioned at a distance of 1.2m from the centre of the spherical shell. We observe that the root mean square deviation of the signal inferred from a truncated expansion is minimum when the truncation order is set at L_1 = 9 for signals of interest and L_2= 3 for external noise sources.
机译:信号空间分离(SSS)方法是一种利用以下可能性来表达的方法:将在大脑外部测得的磁场信号表示为两个独立且快速收敛的球谐函数的和,其中有一组由信号产生的扩展项源位于指定体积(感兴趣的信号)内,另一组扩展术语表示由指定体积(噪声)以外的源产生的信号。这种扩展可用于消除由于不可避免地与实际生物磁信号一起记录的外部磁噪声而引起的有害信号的贡献。在本文中,通过重新组合展开中的径向函数来实现SSS方法。我们的计算表明,可以从测量的磁信号中提取由于位于测量空间内的颅内源而产生的真实生物磁信号,其中包括来自外部磁偶极子伪像的贡献,其比颅内源强约50倍,但与球形外壳中心的距离为1.2m。我们观察到,当将截断阶数设置为感兴趣信号的L_1 = 9而将外部噪声源设置为L_2 = 3时,从截断的扩展推断出的信号的均方根偏差最小。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号