基于快速傅立叶变换的3阶滤波降噪单导联心电图设计

Singgih Yudha Setiawan
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引用次数: 0

摘要

心电图(EKG)是一种常用的方法,通过心脏的电活动来测量人类心脏的性能。为了获得心电信号,使用附着在皮肤表面的电极进行引线,其频率范围为0.05-150Hz。心电信号的特征包括PR间期、QRS复合体和QT间期,医生可以根据这些波形来诊断疾病。然而,要获得高质量的心电信号,往往会受到干扰,例如电网、呼吸运动对50Hz频率的干扰,或者也可能是心电处理算法引起的干扰,因此担心会在诊断中出现错误。针对这些问题,需要适当的心电滤波器来降低波形产生的错误率,保持信号质量,使其能够被临床接受。本研究的目的是设计一个使用三阶滤波器的心电图。输入的心电图信号由仪器放大器放大,增益为100倍。从50Hz电网一个陷波滤波器制成。制作三阶滤波器的结果能够有效地降低噪声,并能较好地检测心电信号。希望本研究可以为心电图生产中过滤器的设计提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Single Lead Electrocardiography using Filter Order 3 to Reduce Noise Using Spektrum Analysis Based on Fast Fourier Transform
Electrocardiography (EKG) is a method commonly used to measure the performance of the human heart through the heart's electrical activity. To obtain the ECG signal, a lead is carried out using electrodes attached to the skin surface which are recorded in the frequency range 0.05-150Hz. The characteristics of the ECG signal consist of the PR interval, QRS complex and QT interval, from these waveforms doctors can diagnose a disease. However, to get a quality ECG signal, there are often disturbances, such as interference with the 50Hz frequency from electrical grids, respiratory movements, or it could also be caused by the ECG processing algorithm, so it is feared that an error will occur in the diagnosis. From these problems, an appropriate ECG filter is needed to reduce the error rate in generating a wave and maintain signal quality so that it can be accepted clinically. The purpose of this study is to design an ECG using a 3rd order filter. The input EKG signal is amplified by an instrument amplifier with a gain of 100 times. from a 50Hz power grid a notch filter is made. The results of making a 3rd order filter are able to reduce noise and be able to detect ECG signals properly. It is hoped that this research can be used as a reference for filter design for EKG production.
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