TY - GEN
T1 - A new approach of noise elimination methodology for ECG signal
AU - Mou, Jannatul Robaiat
AU - Islam, Sheikh Md Rabiul
AU - Huang, Xu
AU - Ou, Keng Liang
PY - 2017/4/26
Y1 - 2017/4/26
N2 - 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.
AB - 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.
KW - ECG
KW - Forward and robustness
KW - MSE
KW - SNR
UR - http://www.scopus.com/inward/record.url?scp=85019250405&partnerID=8YFLogxK
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U2 - 10.1109/ECACE.2017.7913035
DO - 10.1109/ECACE.2017.7913035
M3 - Conference contribution
AN - SCOPUS:85019250405
T3 - ECCE 2017 - International Conference on Electrical, Computer and Communication Engineering
SP - 921
EP - 927
BT - ECCE 2017 - International Conference on Electrical, Computer and Communication Engineering
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 International Conference on Electrical, Computer and Communication Engineering, ECCE 2017
Y2 - 16 February 2017 through 18 February 2017
ER -