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首页> 外文期刊>IET Cyber-Physical Systems: Theory & Applications >Low-powered wearable motion detecting system using static electric fields
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Low-powered wearable motion detecting system using static electric fields

机译:使用静电电场的低功耗可佩戴运动检测系统

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摘要

Recently, the commercial market has seen an increase in the availability of smart wearable Internet of things (IoT) devices (wearables) including such items as: smart shoes, smart watches, wrist bands, and pendants. Many of these devices are part of the human-in-the-loop cyber-physical systems. In this research, the authors have designed and developed an embedded sensory IoT system with a low-power Bluetooth communication module to collect body single node voltage using a smartphone. Their approach for sensing the user's movement builds on work in the electric field sensing. Experimentation and verification have been conducted on a group of test subjects with different test scenarios including remaining at rest, walking, jumping, running, hand waving, eating, and bending over. They designed and developed their sensor to detect body motion data, and then used their algorithm to analyse the collected data. This study introduces the use of signal processing techniques for sensor data analytics to detect human body motion. The system can detect activity with a high degree of accuracy (~ 87%).
机译:最近,商业市场已经看到智能可穿戴物联网(IoT)设备(可穿戴物)的可用性增加,包括:智能鞋,智能手表,腕带和吊坠。许多这些设备是人载网络物理系统的一部分。在这项研究中,作者设计并开发了一种具有低功耗蓝牙通信模块的嵌入式感官物联网系统,用于使用智能手机收集身体单节点电压。他们对传感用户运动的方法在电场感测中建立了工作。已经在一组测试科目中进行了实验和验证,其中包含不同的测试场景,包括休息,行走,跳跃,跑步,手挥手,进食和弯曲。他们设计并开发了他们的传感器以检测身体运动数据,然后使用它们的算法来分析收集的数据。本研究介绍了使用信号处理技术进行传感器数据分析来检测人体运动。系统可以检测高精度(〜87%)的活动。

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