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OALib Journal期刊
ISSN: 2333-9721
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A normalized data-reusing least-mean-square algorithm of noise cancellation for magnetocardiography

Keywords: magnetocardiography,noise suppression
噪声抑制
,无线电通信,数字信号处理,LMS,迭代法

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Abstract:

An adaptive filter based on Data-Reusing Least-Mean-Square algorithm has been proposed and applied in magnetocardiography (MCG) to suppress ambient noise. Numerical simulation studies indicate that the adaptive filter is a powerful noise suppresser for correlated interferences, especially for those with amplitude changing and time delay. Also the filter has a wide frequency bandwidth. With this filter, the signal-to-noise ratio of an MCG is improved to the intrinsic noise level. The periodic average method for further improvement of the noise level in MCG is also discussed.

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