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遗传算法消除心电图中的正弦电力线干扰

Genetic-algorithm cancellation of sinusoidal powerline interference in electrocardiograms.

作者信息

Kumaravel N, Nithiyanandam N

机构信息

School of Electronics & Communication Engineering, Anna University, Chennai, India.

出版信息

Med Biol Eng Comput. 1998 Mar;36(2):191-6. doi: 10.1007/BF02510742.

Abstract

The paper describes a method, based on a genetic algorithm, to remove sinusoidal powerline interference in electrocardiograms. There is a report on the use of the genetic algorithm to remove powerline interference for two different types of interference, powerline interference with frequency drift, and interference with frequency drift as well as third- harmonic distortion. The studies are conducted on electrocardiograms with simulated interference and also on actual noisy electrocardiogram records. The results obtained using the genetic algorithm in these cases of interference are presented.

摘要

本文描述了一种基于遗传算法的去除心电图中正弦电力线干扰的方法。有一份关于使用遗传算法去除两种不同类型干扰的报告,即频率漂移的电力线干扰以及频率漂移和三次谐波失真的干扰。这些研究是在带有模拟干扰的心电图上以及实际有噪声的心电图记录上进行的。文中给出了在这些干扰情况下使用遗传算法所获得的结果。

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