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

1 引文 斯高帕斯(Scopus)

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 - 4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: 2月 16 20172月 18 2017

其他

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

ASJC Scopus subject areas

  • 資訊系統
  • 訊號處理
  • 電氣與電子工程
  • 儀器
  • 電腦科學應用
  • 電腦網路與通信

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