Suppression of interference and artifacts by the signal space separation method

被引:0
作者
Taulu S. [1 ,2 ]
Kajola M. [1 ]
Simola J. [1 ]
机构
[1] Elekta Neuromag Oy, Helsinki
[2] Elekta Neuromag Oy, 00510 Helsinki
关键词
Biomagnetic DC phenomena; Calibration; Harmonic basis functions; Magnetoencephalography; Movement compensation;
D O I
10.1023/B:BRAT.0000032864.93890.f9
中图分类号
学科分类号
摘要
Multichannel measurement with hundreds of channels oversamples a curl-free vector field, like the magnetic field in a volume free of sources. This is based on the constraint caused by the Laplace's equation for the magnetic scalar potential; outside of the source volume the signals are spatially band limited. A functional solution of Laplace's equation enables one to separate the signals arising from the sphere enclosing the interesting sources, e.g. the currents in the brain, from the magnetic interference. Signal space separation (SSS) is accomplished by calculating individual basis vectors for each term of the functional expansion to create a signal basis covering all measurable signal vectors. Because the SSS basis is linearly independent for all practical sensor arrangements, any signal vector has a unique SSS decomposition with separate coefficients for the interesting signals and signals coming from outside the interesting volume. Thus, SSS basis provides an elegant method to remove external disturbances. The device-independent SSS coefficients canbe used in transforming the interesting signals to virtual sensor configurations. This can also be used in compensating for distortions caused by movement of the object by modeling it as movement of the sensor array around a static object. The device-independence of the decomposition also enables physiological DC phenomena to be recorded using voluntary head movements. When used with properly designed sensor array, SSS does not affect the morphology or the signal-to-noise ratio of the interesting signals.
引用
收藏
页码:269 / 275
页数:6
相关论文
共 50 条
[11]   Choice of Magnetometers and Gradiometers after Signal Space Separation [J].
Garces, Pilar ;
Lopez-Sanz, David ;
Maestu, Fernando ;
Pereda, Ernesto .
SENSORS, 2017, 17 (12)
[12]   Optimization of Signal Space Separation for Optically Pumped Magnetometer in Magnetoencephalography [J].
Ruonan Wang ;
Huanqi Wu ;
Xiaoyu Liang ;
Fuzhi Cao ;
Min Xiang ;
Yang Gao ;
Xiaolin Ning .
Brain Topography, 2023, 36 :350-370
[13]   Optimization of Signal Space Separation for Optically Pumped Magnetometer in Magnetoencephalography [J].
Wang, Ruonan ;
Wu, Huanqi ;
Liang, Xiaoyu ;
Cao, Fuzhi ;
Xiang, Min ;
Gao, Yang ;
Ning, Xiaolin .
BRAIN TOPOGRAPHY, 2023, 36 (03) :350-370
[14]   Validation of head movement correction and spatiotemporal signal space separation in magnetoencephalography [J].
Nenonen, Jukka ;
Nurminen, Jussi ;
Kicic, Dubravko ;
Bikmullina, Rozaliya ;
Lioumis, Pantelis ;
Jousmaki, Veikko ;
Taulu, Samu ;
Parkkonen, Lauri ;
Putaala, Miikka ;
Kahkonen, Seppo .
CLINICAL NEUROPHYSIOLOGY, 2012, 123 (11) :2180-2191
[15]   Refined signal space separation methods for on-scalp MEG systems [J].
McPherson, Alexandria ;
Fahmy, Iman ;
Larson, Eric ;
Yeo, Wanjin ;
Holmes, Niall ;
Taulu, Samu .
PHYSICS IN MEDICINE AND BIOLOGY, 2025, 70 (13)
[16]   FPGA-based Signal Processing Method of Automatic Interference Comparator [J].
Wang Zhongyu ;
Chang Haitao ;
Gao Hongtang ;
Ye Xiaoyou .
SIXTH INTERNATIONAL SYMPOSIUM ON PRECISION MECHANICAL MEASUREMENTS, 2013, 8916
[17]   Signal Space Separation for Spin-Exchange Relaxation-Free magnetometer [J].
Gao, Yang ;
Shi, Zemin ;
Ma, Xin ;
He, Ning ;
Tang, Xiaogang ;
Wang, Defeng .
PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON FLEXIBLE AND PRINTABLE SENSORS AND SYSTEMS (FLEPS), 2021,
[18]   Origin coordinate influence on performance of temporally extended signal space separation in magnetoencephalography [J].
Shirota, Yuichiro ;
Akita, Megumi ;
Tajima, Shotaro ;
Mochida, Tomoyuki ;
Masaki, Katsura ;
Yumoto, Masato .
CLINICAL NEUROPHYSIOLOGY, 2024, 163 :143-151
[19]   Performance of Signal Space Separation Depending on Sensor Array Arrangement in Biomagnetic measurements [J].
Kim, Kiwoong ;
Lee, Yong-Ho ;
Park, Sungwon .
MATERIALS ENGINEERING FOR ADVANCED TECHNOLOGIES, PTS 1 AND 2, 2011, 480-481 :1418-+
[20]   Signal space separation for axial gradiometric magnetoencephalography measurements using block matrix inversion [J].
Baskaran, R. ;
Janawadkar, M. P. .
INDIAN JOURNAL OF PHYSICS, 2014, 88 (10) :1087-1091