巴特沃斯低通滤波器阶数和截止频率对心电信号去噪效果的比较研究

S. Basu, Samiul Mamud
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引用次数: 6

摘要

心电信号中的噪声去除是信号处理和分析的一个重要方面。由于心电信号是低频信号,很容易受到外界噪声和伪影的干扰。滤波的主要目的是消除不需要的频率成分,同时保持信号的原创性。巴特沃斯低通滤波器是IIR滤波器的一种基本类型,在信号处理中有着广泛的应用。滤波后输出信号的性质在很大程度上取决于滤波器的截止频率和阶数。本研究旨在对心电信号滤波的截止频率和阶数进行比较分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Study on the Effect of Order and Cut off Frequency of Butterworth Low Pass Filter for Removal of Noise in ECG Signal
Removal of noise in ECG signal is an important aspect for the processing and analysis of signal. Since ECG is a low frequency signal, it can easily be corrupted by the external noise and artifacts. The main aim of the filtering is to eliminate the undesired frequency components while preserving the originality of the signal. Butterworth low pass filter is a fundamental type of IIR filter which is used widely in signal processing. The nature of the filtered output signal depends largely on the cut off frequency and order of the filter. This study aims to provide a comparative analysis of the cut off frequency and order of the filter on the ECG signal.
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