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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:用于步态分析的多路复用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:本文提出了一种智能地毯的基于聚合物光纤(POF),用于地面反作用力(GRF)和时空步态参数评估的发展。所提出的地毯具有与两个光电检测器采集,每一个为10个靠近传感器的响应的一个光纤20基于强度的变化的传感器。所使用的复用技术是基于侧耦合,其中一个发光二极管(LED)是在一个时间被激活的光源和POF横向部分之间,顺序。三个测试进行,两个用于传感器特性,一个用于智能地毯,其中所述第一测试包括校准的权重的每个传感器用于力表征的顶部的应用程序的验证。在第二个试验中,脚被放置在分布在地毯上,在那里得到的2.9%的平均相对误差的预定点。上所提出的POF嵌入智能地毯步行测试的结果表明:估计所述GRF和时空步态参数(步骤和步幅长度,节奏,和持续时间的姿态)的可能性。得到的结果可能使步态事件(的立场和摆动阶段),以及站姿持续时间和双拥时期的鉴定。所提出的地毯是一种低成本和在不同的应用步态分析可靠的工具。

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