SPoMo: IMU-based real-time sitting posture monitoring

A. Petropoulos, Dimitrios Sikeridis, T. Antonakopoulos
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引用次数: 16

Abstract

Improper sitting posture can lead to a number of serious health disorders connected to the musculoskeletal system. Especially nowadays sitting periods at work or at home are increasing, and therefore consistent stance monitoring can help users improve their sitting habits and avoid related complications. In this work, we present SPoMo a real-time, practical, wearable system that automatically tracks the user's sitting posture, through wireless sensors attached to his back. Our prototype is based on Inertial Measurement Units (IMUs) that monitor the angle deviation from the optimal position. We have also developed a cloud-assisted mobile application able to continuously visualize the user's stance, archive his performance over time and provide insight for future development of proper posture. We focus on presenting SPoMo functionality and experimentally evaluate its performance. Our results prove our system to be accurate and therefore a good every-day solution that helps the consumer to avoid chronic improper posture.
SPoMo:基于imu的实时坐姿监测
不恰当的坐姿会导致一系列与肌肉骨骼系统相关的严重健康疾病。特别是现在在工作或在家坐着的时间越来越长,因此持续的姿势监测可以帮助用户改善他们的坐姿习惯,避免相关的并发症。在这项工作中,我们提出了SPoMo,一个实时,实用,可穿戴的系统,通过连接在用户背部的无线传感器自动跟踪用户的坐姿。我们的原型是基于惯性测量单元(imu)来监测与最佳位置的角度偏差。我们还开发了一个云辅助的移动应用程序,能够持续可视化用户的姿势,随着时间的推移存档他的表现,并为未来正确姿势的发展提供见解。我们重点介绍了SPoMo的功能,并对其性能进行了实验评估。我们的结果证明我们的系统是准确的,因此是一个很好的日常解决方案,帮助消费者避免慢性不正确的姿势。
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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