基于纳米复合多功能机械可穿戴传感器的人体运动同步检测

IF 1.3 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Ahad Mahanfar, Alireza Nikfarjam, Alireza SalavatiMohammadi
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引用次数: 0

摘要

近年来,可穿戴传感器领域,特别是运动传感器领域取得了显著的进步。运动传感器通过收集实时数据和远程传输信息,极大地帮助了医生,在他们的实践中被证明是非常有益的。本研究生产的传感器可承受不同类型的机械力,如拉力、压力、弯曲、扭转和接触。该传感器由硅橡胶、碳纳米管和炭黑这一极具柔韧性的复合材料组合而成,其电极呈螺旋状排列,可以在变化的强力下提供足够的强度。为了通过传感器捕获更多的力,同时减小传感器的尺寸,降低生产成本,在传感器上创建了缓冲层。在数据收集之后,使用机器学习将这些力分开。该传感器经过各种测试,显示出良好的特性(21-225灵敏度,1000次循环重复性,8% FSO非线性,13% FSO迟滞等)。最后,我们将制造的传感器连接到身体的各个部位,从而能够检测身体的运动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Simultaneous Detection of Body Movements Using Nanocomposite Multifunctional Mechanical Wearable Sensor

Simultaneous Detection of Body Movements Using Nanocomposite Multifunctional Mechanical Wearable Sensor

The field of wearable sensors, particularly motion sensors, has experienced noteworthy advancements in recent years. Motion sensors have significantly assisted doctors by gathering real-time data and transmitting information remotely, proving highly beneficial in their practices. The sensor produced in this research is designed to withstand different kinds of mechanical forces such as tension, pressure, bending, twisting and contact. This sensor consists of a combination of silicone rubber, carbon nanotubes and carbon black, an extremely flexible composite material, and its electrodes are arranged in a spiral to provide sufficient strength under varying and strong forces. In order to capture more forces through the sensor while reducing the size of the sensor and lowering production costs, a buffer layer was created on the sensor. After data collection, the forces were separated using machine learning. The sensor was subjected to various tests and showed good characteristics (21-225 sensitivity, 1000 cycles repeatability, 8% FSO non-linearity, 13% FSO hysteresis, etc.). Finally, we attached the manufactured sensor to various parts of the body and were thus able to detect body movements.

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来源期刊
Iet Science Measurement & Technology
Iet Science Measurement & Technology 工程技术-工程:电子与电气
CiteScore
4.30
自引率
7.10%
发文量
41
审稿时长
7.5 months
期刊介绍: IET Science, Measurement & Technology publishes papers in science, engineering and technology underpinning electronic and electrical engineering, nanotechnology and medical instrumentation.The emphasis of the journal is on theory, simulation methodologies and measurement techniques. The major themes of the journal are: - electromagnetism including electromagnetic theory, computational electromagnetics and EMC - properties and applications of dielectric, magnetic, magneto-optic, piezoelectric materials down to the nanometre scale - measurement and instrumentation including sensors, actuators, medical instrumentation, fundamentals of measurement including measurement standards, uncertainty, dissemination and calibration Applications are welcome for illustrative purposes but the novelty and originality should focus on the proposed new methods.
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