Stretchable, Rechargeable, Multimodal Hybrid Electronics for Decoupled Sensing toward Emotion Detection

被引:0
|
作者
Yuan, Yangbo [1 ]
Xu, Hongcheng [2 ]
Gao, Libo [3 ]
Cheng, Huanyu [1 ]
机构
[1] Penn State Univ, Dept Engn Sci & Mech, University Pk, PA 16802 USA
[2] Xi An Jiao Tong Univ, Sch Instrument Sci & Technol, Xian 710049, Peoples R China
[3] Xiamen Univ, Pen Tung Sah Inst Micronano Sci & Technol, Xiamen 361102, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金; 美国国家科学基金会;
关键词
stretchable multimodal hybrid electronics; decoupledsensing of multiple input signals; bilayered rechargeableflexible printed circuit board; emotion detection; ANXIETY;
D O I
10.1021/acs.nanolett.4c06392
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Despite the rapid development of stretchable electronic devices for various applications in biomedicine and healthcare, the coupling between multiple input signals remains an obstacle in multimodal sensing before use in practical environments. This work introduces a fully integrated stretchable, rechargeable, multimodal hybrid device that combines decoupled sensors with a flexible wireless powering and transmitting module for emotion recognition. Through optimized structural design and material selection, the sensors can provide continuous real-time decoupled monitoring of biaxial strain, temperature, humidity, heart rate, and SpO2 levels. With a stacked bilayer for both the sensors and the flexible circuit, the rechargeable system showcases a reduced device footprint and improved comfort. A neural network model is also demonstrated to allow for high-precision facial expression recognition. By transmitting the real-time measured data to mobile devices and the cloud, the system can allow healthcare professionals to evaluate psychological health and provide emotional support through telemedicine when needed.
引用
收藏
页码:5220 / 5230
页数:11
相关论文
共 6 条
  • [1] Toward Improved Performance of Emotion Detection: Multimodal Approach
    Darekar, R. V.
    Dhande, A. P.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA ENGINEERING AND COMMUNICATION TECHNOLOGY, ICDECT 2016, VOL 2, 2017, 469 : 431 - 443
  • [2] A Stretchable and Flexible Cardiac Tissue-Electronics Hybrid Enabling Multiple Drug Release, Sensing, and Stimulation
    Feiner, Ron
    Wertheim, Lior
    Gazit, Danielle
    Kalish, Or
    Mishal, Gal
    Shapira, Assaf
    Dvir, Tal
    SMALL, 2019, 15 (14)
  • [3] Hybrid Printed Rigidity-Programmable Substrate/Liquid Metal 3D Circuits Toward Stretchable Electronics
    Liu, Yan
    Chen, Xing
    Jin, Yuan
    Zhang, Aibing
    Zhang, Minghua
    Hua, Licheng
    Du, Jianke
    Li, Guangyong
    ADVANCED ELECTRONIC MATERIALS, 2024, 10 (05)
  • [4] Nanomembrane Hybrid Electronics for Wireless Detection of Sourness and Saltiness Toward an Artificial Taste System
    Lee, Yongkuk
    Mahmood, Musa
    Kim, Yun Soung
    Mishra, Saswat
    Yeo, Woon-Hong
    2018 IEEE 68TH ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE (ECTC 2018), 2018, : 783 - 789
  • [5] Ultrasensitive wearable sensor with novel hybrid structures of silver nanowires and carbon nanotubes in fluoroelastomer: Multi-directional sensing for human health monitoring and stretchable electronics
    Shajari, Shaghayegh
    Ramakrishnan, Shashank
    Karan, Kunal
    Sudak, Les Jozef
    Sundararaj, Uttandaraman
    APPLIED MATERIALS TODAY, 2022, 26