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POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis

机译:POF智能地毯:用于步态分析的多芯聚合物光纤嵌入式智能地毯

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摘要

This paper presents the development of a smart carpet based on polymer optical fiber (POF) for ground reaction force (GRF) and spatio-temporal gait parameter assessment. The proposed carpet has 20 intensity variation-based sensors on one fiber with two photodetectors for acquisition, each one for the response of 10 closer sensors. The used multiplexing technique is based on side-coupling between the light sources and POF lateral sections in which one light-emitting diode (LED) is activated at a time, sequentially. Three tests were performed, two for sensor characterization and one for validation of the smart carpet, where the first test consisted of the application of calibrated weights on the top of each sensor for force characterization. In the second test, the foot was positioned on predefined points distributed on the carpet, where a mean relative error of 2.9% was obtained. Results of the walking tests on the proposed POF-embedded smart carpet showed the possibility of estimating the GRF and spatio-temporal gait parameters (step and stride lengths, cadence, and stance duration). The obtained results make possible the identification of gait events (stance and swing phases) as well as the stance duration and double support periods. The proposed carpet is a low-cost and reliable tool for gait analysis in different applications.
机译:本文介绍了一种基于聚合物光纤(POF)的智能地毯的开发,该地毯用于地面反作用力(GRF)和时空步态参数评估。提议的地毯在一根光纤上具有20个基于强度变化的传感器,并带有两个用于采集的光电探测器,每个探测器用于响应10个更近距离的传感器。所使用的复用技术基于光源和POF侧面之间的侧面耦合,其中一次依次激活一个发光二极管(LED)。进行了三项测试,两项用于传感器表征,一项用于验证智能地毯,其中第一项测试包括在每个传感器顶部施加校准砝码以进行力表征。在第二个测试中,将脚放在地毯上预定的点上,平均相对误差为2.9%。在建议的嵌入POF的智能地毯上进行步行测试的结果表明,可以估算GRF和时空步态参数(步长和步幅,步频和步态持续时间)。获得的结果使识别步态事件(姿势和挥杆阶段)以及姿势持续时间和双支撑期成为可能。所提出的地毯是一种低成本且可靠的工具,可用于不同应用中的步态分析。

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