A New Approach of Noise Elimination Methodology for ECG Signal

被引：0

作者：

Mou, Jannatul Robaiat ^{[1
]}

Islam, Sheikh Md. Rabiul ^{[1
]}

Huang, Xu ^{[2
]}

Ou, Keng Liang ^{[3
]}

机构：

[1] Khulna Univ Engn & Technol, Dept Elect & Commun Engn, Khulna, Bangladesh

[2] Univ Canberra, Fac ESTeM, Canberra, ACT, Australia

[3] Taipei Med Univ, Coll Oral Med, Taipei, Taiwan

来源：

2017 INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION ENGINEERING (ECCE) | 2017年

关键词：

ECG; SNR; MSE; Forward and Robustness;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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.

引用

页码：921 / 927

页数：7

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