A new approach of noise elimination methodology for ECG signal

Jannatul Robaiat Mou, Sheikh Md Rabiul Islam, Xu Huang, Keng Liang Ou

研究成果: 書貢獻/報告類型會議貢獻

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.
原文英語
主出版物標題ECCE 2017 - International Conference on Electrical, Computer and Communication Engineering
發行者Institute of Electrical and Electronics Engineers Inc.
頁面921-927
頁數7
ISBN(電子)9781509056262
DOIs
出版狀態已發佈 - 四月 26 2017
事件2017 International Conference on Electrical, Computer and Communication Engineering, ECCE 2017 - Cox's Bazar, 孟加拉国
持續時間: 二月 16 2017二月 18 2017

其他

其他2017 International Conference on Electrical, Computer and Communication Engineering, ECCE 2017
國家孟加拉国
城市Cox's Bazar
期間2/16/172/18/17

    指紋

ASJC Scopus subject areas

  • Information Systems
  • Signal Processing
  • Electrical and Electronic Engineering
  • Instrumentation
  • Computer Science Applications
  • Computer Networks and Communications

引用此

Mou, J. R., Islam, S. M. R., Huang, X., & Ou, K. L. (2017). A new approach of noise elimination methodology for ECG signal. 於 ECCE 2017 - International Conference on Electrical, Computer and Communication Engineering (頁 921-927). [7913035] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECACE.2017.7913035