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An Improved Self-Adaptive Filter Based on LMS Algorithm for Filtering 50Hz Interference in ECG Signals

机译:一种改进的基于LMS算法的自适应滤波器,可过滤ECG信号中的50Hz干扰

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摘要

In this paper, we firstly introduce three conventional digital filtering methods and analyze their qualities of filtering. Then we use a new method based on self-adaptive digital filter and median filter for their defects, and simulate it. It is demonstrated that not only the noises are successfully restrained, but also the useful information is preserved as much as possible, and the performance of the new method is superior to the others.
机译:在本文中,我们首先介绍了三种常规的数字滤波方法,并分析了它们的滤波质量。然后,采用一种基于自适应数字滤波器和中值滤波器的缺陷检测新方法,并对其进行了仿真。结果表明,不仅成功地抑制了噪声,而且还尽可能地保留了有用的信息,并且该新方法的性能优于其他方法。

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