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公开(公告)号:US20190022791A1
公开(公告)日:2019-01-24
申请号:US16008840
申请日:2018-06-14
IPC分类号: B23K26/03 , G01N21/88 , G01N21/27 , G01J3/28 , B23K31/12 , A61B5/0402 , A61B5/0488 , A61B5/00 , G06F17/16
摘要: A method for performing a noise removal operation includes decomposing an acquired signal considered as one dimensional series. A trajectory matrix is constructed, transforming the trajectory matrix in a form to which single value decomposition is applicable. A single value decomposition is done on the transformed matrix computing eigenvalues and eigenvectors of the matrix. A one dimensional series is reconstructed, corresponding to the denoised signal. After the single value decomposition operation is provided, a single value decomposition is applied sequentially starting from a given window value. For each iteration, the root mean square value is calculated between a current and previous eigenvalue, calculating a minimum and its position of said root mean square value. The iterations are halted if the minimum is lower than a determined threshold value, otherwise increasing the window value and returning to the operation of decomposition of the acquired signal.