一种新的心电信号去噪方法

J. R. Mou, Sheikh Md. Rabiul Islam, Xu Huang, K. Ou
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引用次数: 3

摘要

心电图机是目前医学上对人体心脏活动进行诊断的常用仪器。它基于心电图机与人体之间的接口产生了不同类型的噪声和干扰。它可以改变信号的实际幅度和持续时间。本文对移动平均滤波器进行了改进,提出了移动平均加权窗口滤波器。我们还提出了一种基于前向差商和阈值的心电信号去噪算法。信噪比23dB、MSE较低、相关系数约为1等不同性能参数的数值较好地说明了仿真结果,证明了算法的鲁棒性。
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A new approach of noise elimination methodology for ECG signal
ECG machines are usually used for medical diagnosis of heart activities of human body now days. It has created different types of noise and interference based on interfaces between ECG machines and human body. It can change the real amplitude and duration of the signal. In this paper we improved moving average filter and proposed moving average weighted window filter. We have also proposed an algorithm based on forward difference quotient and threshold for noise elimination of ECG signal. The numerical value of different performance parameters such as 23dB of SNR, lower of MSE, and approximately 1 of correlation is provide better clarification of simulation results than others and prove the robustness of the algorithms.
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