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Development of a wireless multi-functional body sensing platform for smart garment integration

机译:开发用于智能服装集成的无线多功能人体感应平台

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This paper details the development of a multi-sensor platform designed to support functional monitoring and knee rehabilitation via its integration into a smart garment. The system incorporates flexible conductive polymer sensors, interfaced to a customized body sensor node with embedded accelerometer and gyroscope sensors. The body node was specifically developed for unobtrusive sensor data acquisition and the wireless transmission of data via a Bluetooth link. To demonstrate the system, a proof of concept investigation was conducted to assess its potential for functional monitoring in the context of daily activity discrimination. Preliminary results show that walking, running, stairs climbing and descending activities can be easily discriminated based on the data collected with the developed sensing platform. Moreover, simple clustering and discrimination of the tested activities is shown to be feasible based on a single time domain signal power feature.
机译:本文详细介绍了多传感器平台的开发,该平台旨在通过集成到智能服装中来支持功能监视和膝盖康复。该系统集成了柔性导电聚合物传感器,并与带有嵌入式加速度计和陀螺仪传感器的定制人体传感器节点接口。主体节点是专门为不干扰传感器的数据采集和通过蓝牙链接的无线数据传输而开发的。为了演示该系统,进行了概念验证研究,以评估其在日常活动歧视情况下进行功能监视的潜力。初步结果表明,根据开发的传感平台收集的数据,可以轻松地区分步行,跑步,爬楼梯和下坡活动。此外,基于单个时域信号功率特征,对测试活动进行简单的聚类和判别显示是可行的。

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