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ECG Simulation and Integration of Kalman Filter in Cardio Pediatric Cases

Author

Listed:
  • Damir Sostaric

    (Obuda University, Doctoral School of Safety and Security Sciences, Budapest, Hungary)

  • Gyula Mester

    (Obuda University, Doctoral School of Safety and Security Sciences, Budapest, Hungary)

  • Sanja Dorner

    (Josip Juraj Strossmayer University of Osijek - Faculty of Medicine, Osijek, Croatia)

Abstract

This article will show an overview of the model and simulations of general cardio pediatrics cases. To avoid simulated interference, Kalman and lowpass filter blocks are placed. In pediatric cases normal ECG (Electrocardiogram) curve is a bit different in relation to the middle-age persons. In cardio pediatric is represented especially the ECG curve with higher beats/min. Depending on the age of the child's heart rate is variable. Therefore, identifying irregularities of the heart rate in children should be implemented a particular type of filter to eliminate rough measurement error on measurement signals. The model is obtained computationally shown in the examples of simulation in LabView and Java application programming interfaces. The model realization of the ECG signal is based on a few methods. Therefore, it selected only one method to display a simulated ECG signal. Installation of additional software filters allows us for realistic expectations after hardware integration. The real practical case is provided by a developed system with compiled firmware in the microcontroller. Firmware defines the behavior of the ECG signal after the integration of Kalman and the lowpass filter. Some cardio pediatric cases are processed with the method which can be applied Kalman or lowpass filter.

Suggested Citation

  • Damir Sostaric & Gyula Mester & Sanja Dorner, 2019. "ECG Simulation and Integration of Kalman Filter in Cardio Pediatric Cases," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 17(3-B), pages 615-628.
    • Handle: RePEc:zna:indecs:v:17:y:2019:i:3-b:p:615-628
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    References listed on IDEAS

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    1. Gyula Mester, 2016. "Rankings scientists, journals and countries using h-index," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 14(1), pages 1-9.
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    More about this item

    Keywords

    ECG model; ECG Simulation; Kalman filter; low-pass filter; smart city;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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