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

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dc.contributor.author Wannenburg, Johann
dc.contributor.author Malekian, Reza
dc.contributor.author Hancke, Gerhard P.
dc.date.accessioned 2018-07-27T13:01:22Z
dc.date.available 2018-07-27T13:01:22Z
dc.date.issued 2018-07
dc.description.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. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.librarian hj2018 en_ZA
dc.description.sponsorship The National Research Foundation of South Africa under Grant IFR160118156967 and Grant RDYR160404161474. en_ZA
dc.description.uri http://ieee-sensors.org/sensors-journal en_ZA
dc.identifier.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. en_ZA
dc.identifier.issn 1530-437X (print)
dc.identifier.issn 1558-1748 (online)
dc.identifier.other 10.1109/JSEN.2018.2844122
dc.identifier.uri http://hdl.handle.net/2263/66011
dc.language.iso en en_ZA
dc.publisher Institute of Electrical and Electronics Engineers en_ZA
dc.rights © 2018 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. en_ZA
dc.subject Electrocardiogram (ECG) en_ZA
dc.subject Respiration rate (RR) en_ZA
dc.subject Capacitive sensing en_ZA
dc.subject Active electrode en_ZA
dc.subject Wireless wearable sensing en_ZA
dc.subject Remote health monitoring en_ZA
dc.subject Sensors en_ZA
dc.subject Electrodes en_ZA
dc.subject Skin en_ZA
dc.subject Monitoring en_ZA
dc.subject Biomedical monitoring en_ZA
dc.subject Impedance en_ZA
dc.subject Biomedical communication en_ZA
dc.subject Biomedical electrodes en_ZA
dc.subject Bluetooth en_ZA
dc.subject Electrocardiography en_ZA
dc.subject Feature extraction en_ZA
dc.subject Medical signal processing en_ZA
dc.subject Pneumodynamics en_ZA
dc.subject Mobile computing en_ZA
dc.subject Patient monitoring en_ZA
dc.title Wireless capacitive-based ECG sensing for feature extraction and mobile health monitoring en_ZA
dc.type Postprint Article en_ZA


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