An NLMS algorithm with optimized preparatory step-size parameters for SQUID-based MCG data processing |
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Authors: | Li Zhuo Chen Geng-Hu Zhang Li-Hu Yang Qian-Sheng Feng Ji |
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Affiliation: | Beijing National Laboratory for Condensed Matter Physics, Institute of Physics,Chinese Academy of Sciences, Beijing 100080, China |
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Abstract: | We present a new least-mean-square algorithm of adaptive filtering toimprove the signal to noise ratio for magnetocardiography data collectedwith high-temperature SQUID-based magnetometers. By frequently adjusting theadaptive parameter $alpha $ to systematic optimum values in the course ofthe programmed procedure, the convergence is accelerated with a highestspeed and the minimum steady-state error is obtained simultaneously. Thisalgorithm may be applied to eliminate other non-steady relevant noises aswell. |
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Keywords: | magnetocardiography optimal step size |
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