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公开(公告)号:US20240353504A1
公开(公告)日:2024-10-24
申请号:US18636334
申请日:2024-04-16
Applicant: THE REGENTS OF THE UNIVERSITY OF MICHIGAN
Inventor: Eftyhia ZESTA , Alex HOFFMANN , Lauro V. OJEDA , Mark B. MOLDWIN
CPC classification number: G01R33/0029 , G01V3/38 , G01V3/40 , G01R33/0094
Abstract: A system and method for separating spacecraft generated magnetic noise from geomagnetic field data includes detecting magnetic information using a plurality of magnetometers and outputting a representative detection signal, the magnetic information comprising magnetic noise and geomagnetic field data; receiving the representative detection signal including the magnetic information from the plurality of magnetometers and resolving the magnetic noise data and the geomagnetic field data by analyzing a relative gain and phase of the representative detection signal in a time-frequency (TF) domain, if a noise signal of the representative detection signal is sparse in the TF domain then the relative gain and phase is found using cluster analysis, and separating a geomagnetic field data signal from a magnetic noise data signal using cluster centroids in compressive sensing based on the cluster analysis. The system and method further includes outputting a resultant signal representative of at least the geomagnetic field data signal.