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A novel cancellation method of powerline interference in ECG signal based on EMD and adaptive filter

机译:基于EMD和自适应滤波器的ECG信号中电力线干扰的新型消除方法

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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.
机译:ECG录制常常通过电力线干扰损坏。提出了一种新方法,用于基于经验模式分解(EMD)和自适应滤波器,从ECG信号移除电力线频率。 EMD是一种相对较新的数据驱动的自适应技术,用于将ECG信号分解为一系列内在模式功能(IMF)。自适应电力线消除滤波器被设计成去除电力线干扰,其参考信号是通过选择性地重建IMF而产生的。为了评估过滤器的性能,使用诊所的ECG信号。结果表明,通过这种新方法有效地除去了ECG的电力线干扰。

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