Fei Huang , Yuting Zhu , Lei Shi , Mei Ying Teo , Sivakumar Kandasamy , Kean Aw
{"title":"Capacitive stretch sensors for knee motion and muscle activity tracking for gait analysis","authors":"Fei Huang , Yuting Zhu , Lei Shi , Mei Ying Teo , Sivakumar Kandasamy , Kean Aw","doi":"10.1016/j.sna.2025.116574","DOIUrl":null,"url":null,"abstract":"<div><div>Gait analysis is crucial for understanding human movement and has significant health monitoring and rehabilitation implications. However, current methods for analyzing walking gait often lack accuracy and comfort. While flexible sensors are typically used to measure knee angles, they do not adequately monitor muscle activity in the calf and thigh, which is essential for a comprehensive gait analysis. To address this, we developed capacitive stretch sensors using a parallel plate capacitance model, combining Ecoflex with Carbon Black as the conductive material and Ecoflex as the flexible, stretchable substrate. Three of these sensors were attached to a knee brace, resulting in a lightweight, comfortable, and user-friendly measurement system. This integration significantly reduces sensor hysteresis errors. The knee brace converts knee bending angle and muscle activity into electrical signals, allowing for detailed analysis. This enables the recognition of different walking gaits by distinguishing between knee-bending angles and muscle activities. The use of an integrated knee brace with flexible stretch sensors offers precise gait measurements and valuable data for applications in human health monitoring, rehabilitation training, sports monitoring, and human-computer interaction, presenting broad prospects for future use.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"390 ","pages":"Article 116574"},"PeriodicalIF":4.1000,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators A-physical","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924424725003802","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Gait analysis is crucial for understanding human movement and has significant health monitoring and rehabilitation implications. However, current methods for analyzing walking gait often lack accuracy and comfort. While flexible sensors are typically used to measure knee angles, they do not adequately monitor muscle activity in the calf and thigh, which is essential for a comprehensive gait analysis. To address this, we developed capacitive stretch sensors using a parallel plate capacitance model, combining Ecoflex with Carbon Black as the conductive material and Ecoflex as the flexible, stretchable substrate. Three of these sensors were attached to a knee brace, resulting in a lightweight, comfortable, and user-friendly measurement system. This integration significantly reduces sensor hysteresis errors. The knee brace converts knee bending angle and muscle activity into electrical signals, allowing for detailed analysis. This enables the recognition of different walking gaits by distinguishing between knee-bending angles and muscle activities. The use of an integrated knee brace with flexible stretch sensors offers precise gait measurements and valuable data for applications in human health monitoring, rehabilitation training, sports monitoring, and human-computer interaction, presenting broad prospects for future use.
期刊介绍:
Sensors and Actuators A: Physical brings together multidisciplinary interests in one journal entirely devoted to disseminating information on all aspects of research and development of solid-state devices for transducing physical signals. Sensors and Actuators A: Physical regularly publishes original papers, letters to the Editors and from time to time invited review articles within the following device areas:
• Fundamentals and Physics, such as: classification of effects, physical effects, measurement theory, modelling of sensors, measurement standards, measurement errors, units and constants, time and frequency measurement. Modeling papers should bring new modeling techniques to the field and be supported by experimental results.
• Materials and their Processing, such as: piezoelectric materials, polymers, metal oxides, III-V and II-VI semiconductors, thick and thin films, optical glass fibres, amorphous, polycrystalline and monocrystalline silicon.
• Optoelectronic sensors, such as: photovoltaic diodes, photoconductors, photodiodes, phototransistors, positron-sensitive photodetectors, optoisolators, photodiode arrays, charge-coupled devices, light-emitting diodes, injection lasers and liquid-crystal displays.
• Mechanical sensors, such as: metallic, thin-film and semiconductor strain gauges, diffused silicon pressure sensors, silicon accelerometers, solid-state displacement transducers, piezo junction devices, piezoelectric field-effect transducers (PiFETs), tunnel-diode strain sensors, surface acoustic wave devices, silicon micromechanical switches, solid-state flow meters and electronic flow controllers.
Etc...