PAMSys: long-term physical activity monitoring with single wearable motion sensor

Bor-rong Chen, Bryan Kate
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引用次数: 6

Abstract

In this demo, we present PAMSys#8482;(physical activity monitoring system), a single body sensor solution for long-term and continuous monitoring of a person's daily activities. PAMSys#8482; requires only a single light-weight sensor unit that can be integrated unobtrusively into a comfortable shirt (or directly to a subject's shirt) without hindering daily-living activities. The use of large flash storage and low power sensor technologies allows a maximal system lifetime of 8 days on a single charge, minimizing the management burden of the users of the system. PAMWare#8482;, the data analysis software for PAMSys#8482;, performs advanced biomechanical analyses on the tri-axial accelerometer signals recorded by the sensor unit and generates a detailed report on the subject's postural information throughout the entire measurement period. The system can be used for monitoring the state of health in the elderly, as well as the effect of different medical and surgical procedures in enhancing a patients' quality of life. As an example, long-term physical activity data can be applied to assess the risk of fall for elderly people by monitoring durations of sit-to-stand posture transitions.
PAMSys:长期身体活动监测与单个可穿戴运动传感器
在本演示中,我们介绍了PAMSys#8482(身体活动监测系统),这是一种用于长期连续监测人的日常活动的单一身体传感器解决方案。PAMSys # 8482;只需要一个单一的轻质传感器单元,可以不显眼地集成到舒适的衬衫中(或直接集成到受试者的衬衫上),而不会妨碍日常生活活动。使用大容量闪存和低功耗传感器技术,一次充电可使系统寿命最长达8天,最大限度地减少了系统用户的管理负担。PAMSys#8482的数据分析软件PAMWare#8482对传感器单元记录的三轴加速度计信号进行高级生物力学分析,并生成受试者在整个测量期间的姿势信息的详细报告。该系统可用于监测老年人的健康状况,以及不同的医疗和外科手术在提高患者生活质量方面的效果。例如,长期身体活动数据可以通过监测坐姿到站立姿势转换的持续时间来评估老年人跌倒的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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