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Learning the min-max gait comfort region when wearing shoes

机译:穿着鞋子时学习Min-Max步态舒适区

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摘要

Shoe-embedded sensors are a recent, common and convenient choice for devices intended for locomotion-related applications. They are advantageous, compared to other wearable devices, since they allow performing gait assessment in real-world environments, recognizing the user walking pattern in real-time and directly on the feet level. However, shoe with embedded sensors, while providing affore-mentioned advantages, must in no way disturb the walk. In this paper, we present a simple, reliable and cheap method to check whether, and in which manner, the shoe affects the gait. The ultimate goal of the developed methodology is to provide a way to assess the performance of an innovative sole adaptable to changes in the external environment and in the dynamic state of the user. The proposed method is based on using a 2D camera to monitor three geometrical angles (knee, ankle, shoe) which reflect, in a simple but exhaustive manner, the lower limb behavior during the gait cycle. The ability of the shoe not to affect the normal gait is tested by comparison between the three angles trends of a person wearing the shoe and the person's min-max gait comfort regions, with respect to the three angles. Min-max comfort regions are learned through real experiments on different subjects and shoes.
机译:鞋嵌入式传感器是用于适用于机车相关应用的设备的最新,常用,方便的选择。与其他可穿戴设备相比,它们是有利的,因为它们允许在现实世界环境中进行步态评估,以实时识别用户行走模式,并且直接在脚水平上。然而,带有嵌入式传感器的鞋子,同时提供联系的优势,必须不能扰乱步行。在本文中,我们提出了一种简单,可靠和廉价的方法来检查是否影响步态。开发方法的最终目标是提供一种评估适应适应外部环境变化和用户动态状态的创新唯一的性能的方法。所提出的方法基于使用2D摄像机监测三个几何角(膝关节,脚踝,鞋),其以简单但详尽的方式反射,在步态周期期间的下肢行为。通过相对于三个角度的人的三个角度趋势进行比较,通过比较了三个角度的人的三个角度趋势来测试鞋子的能力。通过在不同主题和鞋子上的真实实验学习最大的舒适区域。

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