Wireless capacitive-based ECG sensing for feature extraction and mobile health monitoring

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Authors

Wannenburg, Johann
Malekian, Reza
Hancke, Gerhard P.

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Publisher

Institute of Electrical and Electronics Engineers

Abstract

In this paper, the concept of a wireless wearable device capable of measuring electrocardiogram (ECG) and respiration rate (RR) through the use of non-contact capacitive-based electrodes was designed and implemented. Both ECG and RR were measured using only the active electrodes and an analog conditioning circuit. The device utilizes Bluetooth low energy for low-power wireless communication to the remote server. The measured data is used to calculate heart rate variability, RR, and extract ECG related features. It was found that the use of non-contact active chest electrodes is a viable approach for measurement. The system focuses on user comfort and the minimization of the ratio of the number of wearable sensors to sensed physiological parameters.

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Keywords

Electrocardiogram (ECG), Respiration rate (RR), Capacitive sensing, Active electrode, Wireless wearable sensing, Remote health monitoring, Sensors, Electrodes, Skin, Monitoring, Biomedical monitoring, Impedance, Biomedical communication, Biomedical electrodes, Bluetooth, Electrocardiography, Feature extraction, Medical signal processing, Pneumodynamics, Mobile computing, Patient monitoring

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Citation

Wannenburg, J., Malekian, R. & Hancke, G.P. 2018, 'Wireless capacitive-based ECG sensing for feature extraction and mobile health monitoring', IEEE Sensors Journal, vol. 18, no. 14, pp. 6023-6032.