A new approach of noise elimination methodology for ECG signal

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationECCE 2017 - International Conference on Electrical, Computer and Communication Engineering
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages921-927
Number of pages7
ISBN (Electronic)9781509056262
DOIs
Publication statusPublished - Apr 26 2017
Event2017 International Conference on Electrical, Computer and Communication Engineering, ECCE 2017 - Cox's Bazar, Bangladesh
Duration: Feb 16 2017Feb 18 2017

Other

Other2017 International Conference on Electrical, Computer and Communication Engineering, ECCE 2017
CountryBangladesh
CityCox's Bazar
Period2/16/172/18/17

Keywords

  • ECG
  • Forward and robustness
  • MSE
  • SNR

ASJC Scopus subject areas

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

Fingerprint Dive into the research topics of 'A new approach of noise elimination methodology for ECG signal'. Together they form a unique fingerprint.

  • Cite this

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