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Design and Realization of Non Invasive Fetal ECG Monitoring System

Abdulfattah Noorwali1, Ameni Yengui2,*, Kaiçar Ammous2, Anis Ammous1

1 Umm Al Qura University, Mecca, 21961, Saudi Arabia
2 University of Sfax, Sfax, 3029, Tunisia

* Corresponding Author: Ameni Yengui. Email: email

Intelligent Automation & Soft Computing 2022, 32(1), 455-466. https://doi.org/10.32604/iasc.2022.020574

Abstract

Early fetal cardiac diseases and heart abnormalities can be detected and appropriately treated by monitoring fetal health during pregnancy. Advancements in computer sciences and the technology of sensors show that is possible to monitor fetal electrocardiogram (fECG). Both signal processing and experimental aspects are needed to be investigated to monitor fECG. In this study, we aim to design and realize a non invasive fECG monitoring system. In the first part of this work, a remote study process of the electrical activity of the heart is achieved. In fact, our proposed design considers transmitting the detected signals in real time using a WiFi module and then analyzing the results on Raspberry Pi 3. As the signal acquired from the mother’s abdomen is contaminated by several noises, in the second part, we propose a method to extract the fetal electrocardiogram FECG by using Independent Component Analysis (ICA) and Wavelet Transform (WT). The proposed method was tested on real data recordings from the publicly available Physionet database. In this paper, we proposed an efficient hardware design to well monitor the heart activity. Then, we presented our adopted method for fECG extraction. The obtained results with the mentioned method show the effectiveness of our proposed algorithm and it is suggested to be used in the portable designed fECG monitoring system.

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APA Style
Noorwali, A., Yengui, A., Ammous, K., Ammous, A. (2022). Design and realization of non invasive fetal ECG monitoring system. Intelligent Automation & Soft Computing, 32(1), 455-466. https://doi.org/10.32604/iasc.2022.020574
Vancouver Style
Noorwali A, Yengui A, Ammous K, Ammous A. Design and realization of non invasive fetal ECG monitoring system. Intell Automat Soft Comput . 2022;32(1):455-466 https://doi.org/10.32604/iasc.2022.020574
IEEE Style
A. Noorwali, A. Yengui, K. Ammous, and A. Ammous "Design and Realization of Non Invasive Fetal ECG Monitoring System," Intell. Automat. Soft Comput. , vol. 32, no. 1, pp. 455-466. 2022. https://doi.org/10.32604/iasc.2022.020574



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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