Evaluation of the Accuracy of a Triaxial Accelerometer Embedded into a Cell Phone Platform for Measuring Physical Activity.

C U Manohar, S K McCrady, Y Fujiki, I T Pavlidis, J A Levine
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Abstract

Background: Physical activity is important in health and weight management. Several cell phone platforms integrate an accelerometer onto the motherboard. Here we tested the validity of the cell phone accelerometer to assess physical activity in a controlled laboratory setting.

Methods: 31 subjects wore the cell phone on their waist along with the validated Physical Activity Monitoring System (PAMS) with different body postures and during graded walking. Energy expenditure was measured using indirect calorimetry. 11 subjects also wore the iPhone at different locations such as arm, hand, pant pocket, etc.

Results: The cell phone accelerometer was accurate and precise compared to the PAMS, with an intra-class correlation coefficient (r2> 0.98). The cell phone accelerometer showed excellent sequential increases with increased in walking velocity and energy expenditure (r2>0.9).

Conclusion: An accelerometer embedded into a cell phone was accurate and reliable in measuring and quantifying physical activity in the laboratory setting. Data from free-living users shows promise for deployment of a comprehensive integrated physical activity promoting and weight loss platform using such mobile technologies.

嵌入手机运动测量平台的三轴加速度计的精度评估。
背景:体育活动对健康和体重管理很重要。一些手机平台在主板上集成了一个加速度计。在这里,我们测试了手机加速度计在受控实验室环境中评估身体活动的有效性。方法:31名受试者在不同身体姿势和分级行走时,将手机与经验证的身体活动监测系统(PAMS)一起佩戴在腰上。能量消耗用间接量热法测定。11名受试者在手臂、手、裤兜等不同部位佩戴iPhone。结果:与PAMS相比,手机加速度计准确、精确,类内相关系数(r2> 0.98)。随着步行速度和能量消耗的增加,手机加速度计显示出极好的连续增加(r2>0.9)。结论:嵌入手机的加速度计在实验室环境下测量和量化身体活动是准确可靠的。来自自由生活用户的数据显示,使用此类移动技术部署一个全面的综合体育活动促进和减肥平台是有希望的。
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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