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Optimal Sensor Placement for Measuring Physical Activity with a 3D Accelerometer

机译:使用3D加速度计测量身体活动的最佳传感器位置

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Accelerometer-based activity monitors are popular for monitoring physical activity. In this study, we investigated optimal sensor placement for increasing the quality of studies that utilize accelerometer data to assess physical activity. We performed a two-staged study, focused on sensor location and type of mounting. Ten subjects walked at various walking speeds on a treadmill, performed a deskwork protocol, and walked on level ground, while simultaneously wearing five ProMove2 sensors with a snug fit on an elastic waist belt. We found that sensor location, type of activity, and their interaction-effect affected sensor output. The most lateral positions on the waist belt were the least sensitive for interference. The effect of mounting was explored, by making two subjects repeat the experimental protocol with sensors more loosely fitted to the elastic belt. The loose fit resulted in lower sensor output, except for the deskwork protocol, where output was higher. In order to increase the reliability and to reduce the variability of sensor output, researchers should place activity sensors on the most lateral position of a participant's waist belt. If the sensor hampers free movement, it may be positioned slightly more forward on the belt. Finally, sensors should be fitted tightly to the body.
机译:基于加速度计的活动监视器在监视身体活动方面很受欢迎。在这项研究中,我们调查了最佳传感器位置,以提高利用加速度计数据评估身体活动的研究质量。我们进行了两阶段的研究,重点是传感器的位置和安装类型。十名受试者在跑步机上以不同的步行速度行走,执行了文书工作规程并在水平地面上行走,同时戴着五个紧贴着弹性腰带的ProMove2传感器。我们发现传感器的位置,活动类型及其相互作用影响了传感器的输出。腰带上最侧向的位置对干扰最不敏感。通过使两个对象在松紧地安装在弹性带上的传感器上重复两个实验方案,从而探索了安装的效果。松配合导致传感器输出较低,但“台式”协议除外,后者输出较高。为了提高可靠性并减少传感器输出的可变性,研究人员应将活动传感器放在参与者腰带的最外侧位置。如果传感器阻碍自由运动,则传感器可能会稍微向前移动。最后,传感器应紧紧地安装在身体上。

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