Multimodal integrated flexible electronic skin for physiological perception and contactless kinematics pattern recognition

材料科学 运动学 计算机科学 生物医学工程 数码产品 人工智能 电气工程 工程类 经典力学 物理
作者
Guomin Ye,Taosha Jin,Xueke Wang,Yi Chen,Qiang Wu,Yanfen Wan,Peng Yang
出处
期刊:Nano Energy [Elsevier BV]
卷期号:113: 108580-108580 被引量:26
标识
DOI:10.1016/j.nanoen.2023.108580
摘要

Multimodal integrated flexible electronic skin offers exceptional processing capability and versatility in various application scenarios. Researchers are devoting to developing nanomaterials or nano-devices with multidisciplinary functions. Herein, a trinary-mode integrated flexible electronic skin (E-Skin) was designed for physiological perception and contactless kinematics pattern recognition, which serves as real-time health monitor, electrode patch and contactless sensor. The composite film of liquid metal particles and thermoplastic polyurethane elastomers (LMPs@TPU) was prepared by a combination of electrostatic spinning, electrostatic spraying, and knife coating, which can be stretched up to 404.7 % at stress of 1Mpa. The film was endowed three functional modes through different forms of encapsulation, which allows for (1) detecting human arthrosis movements, muscle stretching, and inspiration, (2) achieving a real-time capture of Electrocardiogram (ECG) and surface electromyography (sEMG), and a Human-Machine Interaction (HMI) system for game control based on sEMG signals was also developed, (3) a contactless sensor combining with a machine learning model which realizes the recognition of human motion patterns with a receiver operating characteristic curve and area under curve score (ROC-AUC-score) of 0.99. The three models of this E-Skin highlight the significant potential for industrialization in various fields, such as HMI, physiological perception, virtual reality, and motion analysis.
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