Jovanov Emil, Milosevic Mladen, Milenković Aleksandar
Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:7205-8. doi: 10.1109/EMBC.2013.6611220.
Posture changes initiate a dynamic physiological response that can be used as an indicator of the overall health status. We introduce an inconspicuous mobile wellness monitoring system (imWell) that continuously assesses the dynamic physiological response to posture transitions during activities of daily living. imWell utilizes a Zephyr BioHarness 3 physiological monitor that continually reports heart activity and physical activity via Bluetooth to a personal device (e.g. smartphone). The personal device processes the reported activity data in real-time to recognize posture transitions from the accelerometer data and to characterize dynamic heart response to posture changes. It annotates, logs, and uploads the heart activity data to our mHealth server. In this paper we present algorithms for detection of posture transitions and heart activity characterization during a sit-to-stand transition. The proposed system was tested on seven healthy subjects performing a predefined protocol. The total average and standard deviation for sit-to-stand transition time is 2.7 ± 0.69 s, resulting in the change of heart rate of 27.36 ± 9.30 bpm (from 63.3 ± 9.02 bpm to 90.66 ± 10.09 bpm).
姿势变化会引发一种动态生理反应,这种反应可作为整体健康状况的一个指标。我们推出了一种不引人注意的移动健康监测系统(imWell),该系统能在日常生活活动期间持续评估对姿势转换的动态生理反应。imWell利用一款Zephyr BioHarness 3生理监测仪,它通过蓝牙持续向个人设备(如智能手机)报告心脏活动和身体活动情况。个人设备实时处理报告的活动数据,以便从加速度计数据中识别姿势转换,并描述对姿势变化的动态心脏反应特征。它会注释、记录心脏活动数据并将其上传到我们的移动健康服务器。在本文中,我们展示了用于检测从坐姿到站姿转换过程中姿势转换和心脏活动特征的算法。所提出的系统在七名执行预定义方案的健康受试者身上进行了测试。从坐姿到站姿转换时间的总平均值和标准差为2.7±0.69秒,心率变化为27.36±9.30次/分钟(从63.3±9.02次/分钟变为90.66±10.09次/分钟)。