IEEE Journal of Biomedical and Health Informatics · 2016 · 91 citations · 30 references
MedicineHealth InformaticsPhysiologyBioinstrumentationPhysiatryPhysiological Systems ModelingBlood Pressure ControlBlood Pressure Signal AnalysisCardiovascular AssessmentCardiovascular MonitoringElectrocardiographyVital Signs RecordingBlood PressureBlood Pressure EstimationBlood Pressure MeasurementBlood Pressure MonitoringContinuous Blood Pressure MonitoringCuffless Blood Pressure MeasurementNonlinear CorrelationSystolic Blood Pressure Estimation
In this paper, we present an unobtrusive cuffless blood pressure (BP) monitoring system based on pulse arrival time (PAT) for facilitating long-term home BP monitoring. The proposed system consists of an electrocardiograph (ECG), a photoplethysmograph (PPG), and a control circuit with a Bluetooth module, all of which are mounted on a common armchair to measure ECG and PPG signals from users while sitting on the armchair in order to calculate continuous PAT. Considering the good linear correlation of systolic BP (SBP) and the nonlinear correlation of diastolic BP (DBP) with PAT, a new BP estimation method was proposed. Ten subjects underwent BP monitoring experiments involving stationary sitting on a chair, lying on a bed, and pedaling using an ergometer in order to assess the accuracy of the estimated BP. A cuff-type BP monitor was used as reference in the experiments. Results showed that the mean difference of the estimated SBP and DBP was within 0.2 ± 5.8 mmHg ( p < 0.00001) and 0.4 ± 5.7 mmHg ( p < 0.00001), respectively, and the mean absolute difference of the estimated SBP and DBP were 4.4 and 4.6 mmHg, respectively, compared to references. Additionally, five subjects participated in data collections consisting of sitting on a chair twice a day for one month. Compared to the reference, the difference did not obviously increase along with time, even though individualized calibration was executed only once at the beginning. These results suggest that the proposed system has quite the potential for long-term home BP monitoring.
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Assessment of Arterial Distensibility by Automatic Pulse Wave Velocity Measurement
Roland Asmar, Athanase Bénétos, Jirar Topouchian et al. · Hypertension · 1995 · 1.4K citations
Wearable Photoplethysmographic Sensors—Past and Present
T. Tamura, Yuka Maeda, Masaki Sekine et al. · Electronics · 2014 · 877 citations · Full text
Engineering, Biomedical Engineering, Electrical Engineering +17
Eoin O Brien, J C Petrie, William A. Littler et al. · Journal of Hypertension · 1990 · 769 citations
Engineering, Cardiology, Equipment +16