用于人体足底压力和步态分析的高灵敏度和高可靠性集成式纤维离子压力传感器

IF 16 1区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY
ACS Nano Pub Date : 2024-05-17 DOI:10.1021/acsnano.4c02919
Wendong Li, Kangkang Zou, Junwei Guo, Cancan Zhang, Jiabao Feng, Jia You, Gang Cheng, Qinghua Zhou, Miqiu Kong*, Guangxian Li, Chuan Fei Guo and Junlong Yang*, 
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引用次数: 0

摘要

专为测量足底压力而设计的柔性传感系统(FSS)可提供有关人体运动和姿势的即时反馈。这种反馈不仅对预防和控制与异常足底压力相关的疾病至关重要,而且对优化运动员姿势以减少伤害也至关重要。最佳足底压力传感器的开发取决于一些关键指标,如感应范围广、灵敏度高和长期稳定性。然而,当前柔性传感器的有效性受到诸多挑战的阻碍,包括结构变形能力的限制、多功能层之间的机械不兼容性以及在复杂应力条件下的不稳定性。针对这些局限性,我们设计了一种具有高灵敏度和可靠性的集成压力传感系统,用于人体足底压力和步态分析。该系统采用统一的聚酰亚胺材料系统,具有高模量、多孔层叠离子纤维结构和坚固的自键界面。该系统具有灵敏度高(156.6 kPa-1)、传感范围广(高达 4000 kPa)、界面韧性和耐用性强(超过 150,000 次循环)等特点。此外,我们的 FSS 能够实时监测各种体育活动中的足底压力分布。通过深度学习,柔性传感系统实现了对不同足底类型的高精度智能识别,准确率高达 99.8%。这种方法在柔性压力传感器领域取得了战略性进展,即使在复杂的压力动态变化中也能确保长期稳定性和准确性,为长期步态监测和分析提供了可行的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Integrated Fibrous Iontronic Pressure Sensors with High Sensitivity and Reliability for Human Plantar Pressure and Gait Analysis

Integrated Fibrous Iontronic Pressure Sensors with High Sensitivity and Reliability for Human Plantar Pressure and Gait Analysis

Integrated Fibrous Iontronic Pressure Sensors with High Sensitivity and Reliability for Human Plantar Pressure and Gait Analysis

Flexible sensing systems (FSSs) designed to measure plantar pressure can deliver instantaneous feedback on human movement and posture. This feedback is crucial not only for preventing and controlling diseases associated with abnormal plantar pressures but also for optimizing athletes’ postures to minimize injuries. The development of an optimal plantar pressure sensor hinges on key metrics such as a wide sensing range, high sensitivity, and long-term stability. However, the effectiveness of current flexible sensors is impeded by numerous challenges, including limitations in structural deformability, mechanical incompatibility between multifunctional layers, and instability under complex stress conditions. Addressing these limitations, we have engineered an integrated pressure sensing system with high sensitivity and reliability for human plantar pressure and gait analysis. It features a high-modulus, porous laminated ionic fiber structure with robust self-bonded interfaces, utilizing a unified polyimide material system. This system showcases a high sensitivity (156.6 kPa–1), an extensive sensing range (up to 4000 kPa), and augmented interfacial toughness and durability (over 150,000 cycles). Additionally, our FSS is capable of real-time monitoring of plantar pressure distribution across various sports activities. Leveraging deep learning, the flexible sensing system achieves a high-precision, intelligent recognition of different plantar types with a 99.8% accuracy rate. This approach provides a strategic advancement in the field of flexible pressure sensors, ensuring prolonged stability and accuracy even amidst complex pressure dynamics and providing a feasible solution for long-term gait monitoring and analysis.

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来源期刊
ACS Nano
ACS Nano 工程技术-材料科学:综合
CiteScore
26.00
自引率
4.10%
发文量
1627
审稿时长
1.7 months
期刊介绍: ACS Nano, published monthly, serves as an international forum for comprehensive articles on nanoscience and nanotechnology research at the intersections of chemistry, biology, materials science, physics, and engineering. The journal fosters communication among scientists in these communities, facilitating collaboration, new research opportunities, and advancements through discoveries. ACS Nano covers synthesis, assembly, characterization, theory, and simulation of nanostructures, nanobiotechnology, nanofabrication, methods and tools for nanoscience and nanotechnology, and self- and directed-assembly. Alongside original research articles, it offers thorough reviews, perspectives on cutting-edge research, and discussions envisioning the future of nanoscience and nanotechnology.
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