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Measuring toe clearance using a wireless inertial sensing device

机译:使用无线惯性传感装置测量脚趾间隙

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Tripping and slipping falls are serious health concerns for the elderly because they incur high medical costs and can result in life threatening injuries i.e., internal bleeding. Recently there has been an increased interest in the development of portable inertial sensing devices for measuring human movement. These devices employ acceleration and angular data to obtain limb motion such as velocity and displacement through integration of acceleration values. In this paper, we investigate the performance of a wireless inertial sensing device for monitoring vertical toe clearance during walking. It has been demonstrated that variability in minimum toe clearance (MTC) which occurs during the swing phase is a sensitive falls risk predictor. Our device is composed of a tri-axis accelerometer and dual-axis gyroscope wirelessly connected through the use of Crossbow motes. The vertical toe clearance is obtained through double integration of the resultant acceleration in the vertical direction. We have performed zero base, treadmill and intersubject experiments to investigate device performance to environmental variations and compared the calculated toe clearance against measurements made by an Optotrak motion system. It was found that device outputs were approximately independent of small ambient temperature variations, had a reliable range of 20m indoors and 50m outdoors and a maximum transmission rate of 20 packets/s. Toe clearance measurements coincided with Optotrak measurement trends but suffered from cumulative integration errors over time. The identification, quantification and reduction of these errors are intricate but important further research issues.
机译:绊倒和滑倒瀑布对老年人来说是严重的健康问题,因为它们会产生高的医疗费用,导致危及生命伤害,即内部出血。最近,对用于测量人类运动的便携式惯性传感装置的开发有兴趣。这些设备采用加速度和角度数据来获得肢体运动,例如通过集成加速度值来获得速度和位移。在本文中,我们研究了在步行期间监测垂直脚趾间隙的无线惯性传感装置的性能。已经证明,在摆动阶段发生的最小脚趾间隙(MTC)的可变性是敏感的下降风险预测因子。我们的装置由三轴加速度计和双轴陀螺通过使用弩图案而无线连接。通过在垂直方向上的所得加速度的双重整合来获得垂直脚趾间隙。我们已经进行了零基础,跑步机和三立交立实验,以研究设备性能与环境变化,并将计算出的脚趾间隙与OptoTrak运动系统进行的测量进行了比较。结果发现,设备输出大致独立于小环境温度变化,在室内和50米的可靠范围内,户外50米,最大传输速率为20包/秒。脚趾间隙测量与OptoTrak测量趋势一致,但随着时间的推移遭受累积积分误差。这些误差的识别,量化和降低是复杂的,但重要的进一步研究问题。

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