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Journal : Indonesian Journal of Electrical Engineering and Computer Science

An approach of adaptive notch filtering design for electrocardiogram noise cancellation Rahmad Hidayat; Ninik Sri Lestari; Herawati Herawati; Givy Devira Ramady; Sudarmanto Sudarmanto; Farhan Adani
Indonesian Journal of Electrical Engineering and Computer Science Vol 22, No 3: June 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v22.i3.pp1303-1311

Abstract

An electrocardiogram (ECG) is a means of measuring and monitoring important signals from heart activity. One of the major biomedical signal issues such as ECG is the issue of separating the desired signal from noise or interference. Different kinds of digital filters are used to distinguish the signal components from the unwanted frequency range to the ECG signal. To address the question of noise to the ECG signal, in this paper the digital notch filter IIR 47 Hz is designed and simulated to demonstrate the elimination of 47 Hz noise to obtain an accurate ECG signal. The full architecture of the structure and coefficient of the IIR notch filter was carried out using the FDA Tool. Then the model is finished with the help of Simulink and the MATLAB script was to filter out the 47 Hz noise from the signal of ECG. For this purpose, the normalized least mean square (NLMS) algorithm was used. The results indicate that before being filtered and after being filtered it clearly shows the elimination of 47 Hz noise in the signal of the ECG. These results also show the accuracy of the design technique and provide an easy model to filter out noise in the ECG signal.
Co-Authors Abadi, Sarosa Castrena Abduh, Mohamad Aca, Rukman Adinda, Nurcaweda Riztria Agung Wirjawan Ahmad Sujana Andrew Ghea Mahardika Andrew Ghea Mahardika Andrew Ghea Mahardika Andrew Ghea Mahardika Andrew Ghea Mahardika Angga Putra Angga Putra, Angga Anjeng Sun Sun Anton Prafanto Anung - Anung, Anung Aris Suryadi Asep Hilmi Mutaqin Asep Suhana Asep Suherman Asep Suherman Asep Suherman Decy Nataliana Din Din Jalaludin Djamaludin, Asep Dwiyanto - Fadriani, Hetty Fadriani, Hetty Fadriani Farhan Adani Handoko Subawi Hendi Suhendi Hendi Suhendi Herawati Yusuf Herlina Herlina Herlina Hermawati - Hermawaty Hermawaty, Hermawaty Hetty Fadriani Hetty Fadriani Hetty Fadriani Hidayat, Wisnu Ika Sartika Jaler Yudha Prasetyo Kodariyah, Mangzilatul Krama, Arif Budiman Lestari, Ninik Sri Mahardika, Andrew Ghea Mindit Eriyadi Mohamad Abduh Muchamad Sobri Sungkar Muchamad Sobri Sungkar Muhtar Solehudin Nazmi Febrian Nazmi Febrian, Nazmi Ninik Sri Lestari Ninik Sri Lestari Permatasari, Raden Willa Prasetyo, Jaler Yudha Pratomo, Topan Purwadi Budi Santoso R, Syafruddin Raden Willa Permatasari Rahmad Hidayat Reza Rahman Hakim ROSMALINA ROSMALINA, ROSMALINA Rosyidin Sufyani Rusman Rusman Salamatul Afiyah Sarosa Castrena Abadi Silvia Roza Solehudin, Muhtar Sri Lestari, Ninik Subawi, Handoko Sudarmanto Sudarmanto Suhana, Asep Sujana, Ahmad Sukandi, Ganjar Kurniawan Sukirno Sukirno Sun Sun, Anjeng Syafruddin Syafruddin R Taufik Rachman Topan Pratomo Tri Yulianto Trisha Suci Ramadhanti Willa Permatasari, Raden Wisnu Hidayat Yakob liklikwatil Yoddy Agung Nuhgraha Ys, Herawati