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activPAL Professional身体活动记录仪与基于离散加速度计的活动监测器性能比较。

Comparison of the performance of the activPAL Professional physical activity logger to a discrete accelerometer-based activity monitor.

作者信息

Godfrey A, Culhane K M, Lyons G M

机构信息

Biomedical Electronics Laboratory, Department of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland.

出版信息

Med Eng Phys. 2007 Oct;29(8):930-4. doi: 10.1016/j.medengphy.2006.10.001. Epub 2006 Nov 28.

Abstract

The aim of this study was to assess the accuracy of the 'activPAL Professional' physical activity logger by comparing its output to that of a proven discrete accelerometer-based activity monitor during extended measurements on healthy subjects while performing activities of daily living (ADL). Ten healthy adults, with unrestricted mobility, wore both the activPAL and the discrete dual accelerometer (Analog Devices ADXL202)-based activity monitor that recorded in synchronization with each other. The accelerometer derived data were then compared to that generated by the activPAL and a complete statistical and error analysis was performed using a Matlab program. This program determined trunk and thigh inclination angles to distinguish between sitting/lying, standing and stepping for the discrete accelerometer device and amount of time spent on each activity. Analysis was performed on a second-by-second basis and then categorized at 15s intervals in direct comparison with the activPAL generated data. Of the total time monitored (approximately 60 h) the detection accuracies for static and dynamic activities were approximately 98%. In a population of healthy adults, the data obtained from the activPAL Professional physical activity logger for both static and dynamic activities showed a close match to a proven discrete accelerometer data with an offset of approximately 2% between the two systems.

摘要

本研究的目的是通过在健康受试者进行日常生活活动(ADL)的长时间测量过程中,将“activPAL Professional”身体活动记录器的输出与经过验证的基于离散加速度计的活动监测器的输出进行比较,来评估其准确性。十名行动不受限的健康成年人同时佩戴activPAL和基于离散双轴加速度计(模拟器件公司ADXL202)的活动监测器,二者同步记录数据。然后将加速度计获取的数据与activPAL生成的数据进行比较,并使用Matlab程序进行完整的统计和误差分析。该程序确定离散加速度计设备的躯干和大腿倾斜角度,以区分坐/躺、站立和行走,并确定在每项活动上花费的时间。每秒进行一次分析,然后以15秒为间隔进行分类,直接与activPAL生成的数据进行比较。在监测的总时长(约60小时)中,静态和动态活动的检测准确率约为98%。在健康成年人中,从activPAL Professional身体活动记录器获得的静态和动态活动数据与经过验证的离散加速度计数据非常匹配,两个系统之间的偏差约为2%。

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