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基于传感阵列的动态足底压力分布测量系统 孙东杰.pdf

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基于传感阵列的动态足底压力分布测量系统 孙东杰.pdf

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文档介绍:: .
仪器仪表学报可穿戴式设计,将数据采集系统固定于脚踝,通过蓝牙与上位机连接。
此外,针对传统压力分析方法无法对运动过程中压力分布变化进行分析的缺陷,提出了一种动态足底压力分布分析方法,通
过支持向量机对人体足底压力数据进行分类,%的分类正确率;并在此基础上引入步态相典型压力分布指标,与传
统分析指标相结合,实现对人体健康状态的分析与评价。实验证明,该系统可以准确测量运动状态下的足底压力分布、分析
异常状态下的压力分布变化并对压力异常区域进行预警。
关键词:触觉传感阵列; 足底压力分布; 动态; 可穿戴; 支持向量机
中图分类号: TH702;TP274 文献标识码:A 国家标准学科分类代码:
A dynamic plantar pressure distribution measurement system based on sensor array
Sun Dongjie, Song Aiguo
(School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China)
Abstract:Plantar pressure distribution is closely related to human health, and abnormal changes in plantar pressure distribution are
early symptoms of some foot diseases. To help patients prevent foot diseases and monitor the distribution of plantar pressure in real-
time, a dynamic plantar pressure distribution measurement system based on a tactile sensing array is developed. The system has a total
of 48 sensing units, and the measurement error is less than %, which can accurately collect the pressure of each area of the sole of the
foot. The system adopts a wearable design, the data acquisition system is fixed on the ankle, then connected to the host computer through
Bluetooth. In addition, the traditional pressure analysis method cannot analyze the pressure distribution change during exercise. To
address this issue, a dynamic plantar pressure distribution analysis method is proposed. The plantar pressure data of the human body are
classified by the support vector machine, and the classification accuracy rate is %. On this basis, the typical pressure distribution
index o