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

dc.contributor.authorWannenburg, Johann
dc.contributor.authorMalekian, Reza
dc.contributor.authorHancke, Gerhard P.
dc.date.accessioned2018-07-27T13:01:22Z
dc.date.available2018-07-27T13:01:22Z
dc.date.issued2018-07
dc.description.abstractIn 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.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.librarianhj2018en_ZA
dc.description.sponsorshipThe National Research Foundation of South Africa under Grant IFR160118156967 and Grant RDYR160404161474.en_ZA
dc.description.urihttp://ieee-sensors.org/sensors-journalen_ZA
dc.identifier.citationWannenburg, 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.issn1530-437X (print)
dc.identifier.issn1558-1748 (online)
dc.identifier.other10.1109/JSEN.2018.2844122
dc.identifier.urihttp://hdl.handle.net/2263/66011
dc.language.isoenen_ZA
dc.publisherInstitute of Electrical and Electronics Engineersen_ZA
dc.rights© 2018 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.en_ZA
dc.subjectElectrocardiogram (ECG)en_ZA
dc.subjectRespiration rate (RR)en_ZA
dc.subjectCapacitive sensingen_ZA
dc.subjectActive electrodeen_ZA
dc.subjectWireless wearable sensingen_ZA
dc.subjectRemote health monitoringen_ZA
dc.subjectSensorsen_ZA
dc.subjectElectrodesen_ZA
dc.subjectSkinen_ZA
dc.subjectMonitoringen_ZA
dc.subjectBiomedical monitoringen_ZA
dc.subjectImpedanceen_ZA
dc.subjectBiomedical communicationen_ZA
dc.subjectBiomedical electrodesen_ZA
dc.subjectBluetoothen_ZA
dc.subjectElectrocardiographyen_ZA
dc.subjectFeature extractionen_ZA
dc.subjectMedical signal processingen_ZA
dc.subjectPneumodynamicsen_ZA
dc.subjectMobile computingen_ZA
dc.subjectPatient monitoringen_ZA
dc.titleWireless capacitive-based ECG sensing for feature extraction and mobile health monitoringen_ZA
dc.typePostprint Articleen_ZA

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