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 and Feng Ji |
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Institution: | 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 to
improve the signal to noise ratio for magnetocardiography data collected
with high-temperature SQUID-based magnetometers. By frequently adjusting the
adaptive parameter $\alpha $ to systematic optimum values in the course of
the programmed procedure, the convergence is accelerated with a highest
speed and the minimum steady-state error is obtained simultaneously. This
algorithm may be applied to eliminate other non-steady relevant noises as
well. |
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Keywords: | magnetocardiography optimal step size |
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