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Reduction Of Power Line Humming And High Frequency Noise From Electrocardiogram Signals

机译:通过心电图信号减少电力线嗡嗡声和高频噪声

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ABSTRACT: With the latest advancements in electronics, several techniques are used for removal of unwanted entities from signals especially that are implied in the most complicated applications. The removal of power line interference from most sensitive medical monitoring equipments can also be achieved by implementing various useful techniques. The power line interference (50/60 Hz) is the main source of noise in most of bio-electric signals. The thesis report presents the removal of power line interference and other single frequency tones from ECG signal using the advanced adaptive filtering technique with least mean square (LMS) algorithm. The thesis is based on digital signal processing (DSP) techniques with MATLAB package. The MATLAB package will be used in the thesis work which is a powerful tool for the interactive design in most of the scientific applications and complex engineering calculations. In addition so as to achieve the goal of thesis, the removal of harmonics (hum) and high frequency noise from ECG signal by using general notch rejection filters is investigated and implemented.
机译:摘要:随着电子技术的最新发展,几种技术被用于从信号中去除不需要的实体,尤其是在最复杂的应用中隐含的实体。通过实施各种有用的技术,也可以消除大多数敏感的医学监测设备的电源线干扰。电力线干扰(50/60 Hz)是大多数生物电信号中的主要噪声源。论文报告提出了使用具有最小均方(LMS)算法的高级自适应滤波技术从ECG信号中消除电力线干扰和其他单频音。本文基于带有MATLAB软件包的数字信号处理(DSP)技术。 MATLAB软件包将用于论文工作,这是在大多数科学应用和复杂工程计算中进行交互式设计的强大工具。此外,为了达到本文的目的,研究并实现了使用通用陷波抑制滤波器消除心电信号中的谐波(嗡嗡声)和高频噪声的方法。

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