Flexible Wide-Range Triboelectric Sensor for Physiological Signal Monitoring and Human Motion Recognition

被引:29
作者
Xu, Ran [1 ]
Luo, Fangyuan [1 ]
Zhu, Zhiyuan [1 ]
Li, Mintong [2 ]
Chen, Bin [1 ]
机构
[1] Southwest Univ, Coll Elect & Informat Engn, Key Lab Nonlinear Circuit & Intelligent Informat P, Chongqing 400715, Peoples R China
[2] Northwest A&F Univ, Coll Mech & Elect Engn, Yangling 712100, Shaanxi, Peoples R China
关键词
triboelectric nanogenerator; self-powered sensor; motion recognition; health monitoring; deep learning; PRESSURE SENSORS;
D O I
10.1021/acsaelm.2c00681
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Triboelectric nanogenerators, as a device that converts mechanical energy into electrical energy, can respond to external pressure stimuli. However, most triboelectric sensors can only perform pressure measurements in a narrow pressure range, which limits their application in multiple scenarios. Here, we proposed a wide-range triboelectric pressure sensor based on the difference in Young's modulus of the materials and a double-sandwich-structure design. We analyzed the effect of the structural angle at the material surface on the sensor performance and obtained an optimal combination of angles for a double-sandwich-structure sensor. The proposed sensor has outstanding performance including high sensitivity (249.32 mV/kPa), wide range (0-450 kPa), and fast response time (26 ms). Meanwhile, the sensor has a quite low detection limit (8.72 Pa). The designed sensor can be applied not only to the detection of small physiological signals but also to large plantar pressure sensing. A human motion recognition system based on plantar pressure was developed. Moreover, we also designed a convolutional gated recurrent unit model to recognize four human motions with high accuracy (99.42%). This work provides a design idea to extend the range of the triboelectric sensor to meet multiple applications.
引用
收藏
页码:4051 / 4060
页数:10
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