一种基于EMD和自适应滤波的心电信号电力线干扰消除方法

Zhidong Zhao, M. Chan
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引用次数: 26

摘要

电力线的干扰经常破坏心电记录。提出了一种基于经验模态分解(EMD)和自适应滤波的去除心电信号中电力线频率的方法。EMD是一种相对较新的、数据驱动的自适应技术,用于将心电信号分解为一系列内禀模态函数(imf)。设计了自适应电力线对消滤波器来消除电力线干扰,该干扰的参考信号是通过选择性地重建imf来产生的。为了评估滤波器的性能,使用临床心电信号。结果表明,该方法能有效地消除心电信号的电力线干扰。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel cancellation method of powerline interference in ECG signal based on EMD and adaptive filter
ECG recording is often corrupted by power line interference. A novel method is proposed for removal of power line frequency from ECG signals based on Empirical Mode Decomposition (EMD) and adaptive filter. EMD is a relatively new, data-driven adaptive technique used to decompose ECG signal into a series of Intrinsic Mode Functions (IMFs). The adaptive power line cancellation filter is designed to remove the power line interference, the reference signal of which is produced by selectively reconstruction of IMFs. To evaluate the performance of the filter, Clinic ECG signals are used. Results indicate that the power line interference of ECG is removed effectively by this new method.
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