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基于临近和触觉交互的双模智能电子皮肤用于压力和形态感知。

Bimodal Intelligent Electronic Skin Based on Proximity and Tactile Interaction for Pressure and Configuration Perception.

机构信息

CAS Key Laboratory of Design and Assembly of Functional Nanostructures, Fujian Key Laboratory of Nanomaterials, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350108, China.

School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350108, China.

出版信息

ACS Sens. 2024 Apr 26;9(4):2091-2100. doi: 10.1021/acssensors.4c00136. Epub 2024 Mar 19.

DOI:10.1021/acssensors.4c00136
PMID:38502945
Abstract

The flexible bimodal e-skin exhibits significant promise for integration into the next iteration of human-computer interactions, owing to the integration of tactile and proximity perception. However, those challenges, such as low tactile sensitivity, complex fabrication processes, and incompatibility with bimodal interactions, have restricted the widespread adoption of bimodal e-skin. Herein, a bimodal capacitive e-skin capable of simultaneous tactile and proximity sensing has been developed. The entire process eliminates intricate fabrication techniques, employing DLP-3D printing for the electrode layers and sacrificial templating for the dielectric layers, conferring high tactile sensitivity (1.672 kPa) and rapid response capability (∼30 ms) to the bimodal e-skin. Moreover, exploiting the "fringing electric field" effect inherent in parallel-plate capacitors has facilitated touchless sensing, thereby enabling static distance recognition and dynamic gesture recognition of varying materials. Interestingly, an e-skin sensing array was created to identify the positions and pressure levels of various objects of different masses. Furthermore, with the aid of machine learning techniques, an artificial neural network has been established to possess intelligent object recognition capabilities, facilitating the identification, classification, and training of various object configurations. The advantages of the bimodal e-skin render it highly promising for extensive applications in the field of next-generation human-machine interaction.

摘要

柔性双模电子皮肤由于集成了触觉和接近感知功能,有望集成到下一代人机交互中。然而,那些挑战,如低触觉灵敏度、复杂的制造工艺以及与双模交互不兼容,限制了双模电子皮肤的广泛应用。本文开发了一种能够同时进行触觉和接近感测的双模电容式电子皮肤。整个过程消除了复杂的制造技术,采用 DLP-3D 打印制造电极层和牺牲模板制造介电层,使双模电子皮肤具有高触觉灵敏度(1.672 kPa)和快速响应能力(约 30 ms)。此外,利用平行板电容器固有的“边缘电场”效应,实现了非接触式感测,从而能够对不同材料进行静态距离识别和动态手势识别。有趣的是,创建了一个电子皮肤感应阵列来识别不同质量的各种物体的位置和压力水平。此外,借助机器学习技术,建立了人工神经网络,具有智能物体识别能力,能够识别、分类和训练各种物体配置。双模电子皮肤的优势使其在下一代人机交互领域具有广泛的应用前景。

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