利用低成本鞋内传感器阵列通过足底压力分析进行表面特征描述

IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Koundinya Varma;Brahad Kokad;Anis Fatema;Aftab M. Hussain
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引用次数: 0

摘要

足部压力分析又称足底压力分析,在与姿势和步态分析有关的生物医学评估中发挥着举足轻重的作用。为了将这一技术用于临床目的,人们进行了广泛的研究,并开发出了柔性压力传感器。在这封信中,我们介绍了如何利用鞋内柔性压力传感器阵列来确定行走表面的性质。该传感器系统由 8 个低成本、坚固耐用的鞋内压力传感器组成,利用了 velostat 的压阻特性。传感器阵列针对四种不同的表面类型进行了表征。使用随机森林 (RF) 算法对表面进行分类,准确率达到 86%。在此分析基础上,我们提出了一种基于各种表面属性(如坚固性、刚度和穿透性)的新型分析方法。这种设备可用于确定施工后的表面特征或体育场的比赛场地表面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Surface Characterization by Plantar Pressure Analysis Using Low-Cost in-Shoe Sensor Array
Analysis of foot pressure, also known as plantar pressure analysis, plays a pivotal role in biomedical assessments related to posture and gait analysis. Extensive research has been conducted on leveraging this technique for clinical purposes, leading to the development of flexible pressure sensors. In this letter, we present the use of in-shoe flexible pressure sensor array for determining the nature of the walking surface. The sensor system is fabricated using eight low-cost and robust, in-shoe pressure sensors that leverage the piezoresistivity of velostat. The sensor array was characterized for four different surface types. Random Forest (RF) algorithm was used to classify the surfaces with 86% accuracy. Based on this analysis, we propose a novel method for analyzing various surfaces based on their attributes such as firmness, rigidity, and penetrability. Such a device can be used for ascertaining surface characteristics after construction, or playing surfaces in a stadium.
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来源期刊
IEEE Sensors Letters
IEEE Sensors Letters Engineering-Electrical and Electronic Engineering
CiteScore
3.50
自引率
7.10%
发文量
194
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