Title :
An Armband Wearable Device for Overnight and Cuff-Less Blood Pressure Measurement
Author :
Ya-Li Zheng ; Yan, Bryan P. ; Yuan-Ting Zhang ; Poon, C.C.Y.
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Hong Kong, China
Abstract :
24-h blood pressure (BP) has significant prognostic value for cardiovascular risk screening, but the present BP devices are mainly cuff-based, which are unsuitable for long-term BP measurement, especially during nighttime. In this paper, we developed an armband wearable pulse transit time (PTT) system for 24-h cuff-less BP measurement and evaluated it in an unattended out-of-laboratory setting. Ten healthy young subjects participated in this ambulatory study, where PTT was measured at 30-min interval by this wearable system and the reference BP was measured by a standard oscillometric ambulatory BP monitor. Due to the misalignment of BP and PTT on their recording time caused by the different measurement principles of the two BP devices, a new estimation method has been proposed: transients in PTT were removed from the raw data by defined criteria, and then evenly interpolated, low-pass filtered, and resampled to synchronize at the time when BP was recorded. The results show that with the proposed method, the correlation between PTT and systolic BP (SBP) during nighttime with dynamic range of 21.8 ± 14.2 mmHg has improved from -0.50 ± 0.24 to -0.62 ± 0.20 (p<;0.1), and the difference between the estimated and reference SBP has improved from 0.7 ± 10.7 to 2.8 ± 8.2 mmHg with root mean square error reduced from 10.7 to 8.7 mmHg. In addition, the correlation between a very low frequency component of SBP and PTT obtained from the proposed method during nighttime is -0.80 ± 0.10 and the difference is 2.4 ± 5.7 mmHg for a dynamic BP range of 13.5 ± 8.0 mmHg. It is therefore concluded from this study that the proposed wearable system has great potential to be used for overnight SBP monitoring, especially to measure the averaged SBP over a long period.
Keywords :
biomedical telemetry; blood pressure measurement; body sensor networks; cardiovascular system; correlation methods; estimation theory; interpolation; low-pass filters; mean square error methods; medical signal processing; patient monitoring; sampling methods; synchronisation; telemedicine; transit time devices; 24-h BP devices; 24-h cuff-less BP measurement; BP device measurement principles; BP misalignment; BP recording time; PTT measurement; PTT misalignment; PTT resampling; PTT synchronization; PTT system; PTT transient removal; PTT-systolic BP correlation; SBP estimation; SBP-PTT frequency component correlation; ambulatory study; armband wearable device; armband wearable pulse transit time system; averaged SBP measurement; cardiovascular risk screening; cuff-based BP devices; cuff-less blood pressure measurement; dynamic BP range; estimation method; even PTT interpolation; long-term BP measurement; low-pass filter; nighttime SBP; overnight SBP monitoring; overnight blood pressure measurement; prognostic value; reference BP measurement; reference SBP; root mean square error reduction; standard oscillometric ambulatory BP monitor; time 24 h; time 30 min; unattended out-of-laboratory setting; Biomedical monitoring; Correlation; Electrocardiography; Estimation; Monitoring; Time measurement; 24-h ambulatory blood pressure (BP); Cuff-less; mobile health; pulse transit time (PTT); wearable devices;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2014.2318779