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相关实验视频

Updated: Jul 20, 2025

Bioinspired Soft Robot with Incorporated Microelectrodes

Bioinspired Soft Robot with Incorporated Microelectrodes

Published on: February 28, 2020

深度学习启用活跃仿生学多功能水凝电子皮肤

Kai Tao^1,2, Jiahao Yu^1,2, Jiyuan Zhang^1,2

¹Ministry of Education Key Laboratory of Micro and Nano Systems for Aerospace, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710072, China.

|July 31, 2023

概括

此摘要是机器生成的。

这项研究引入了仿生电子皮肤 (BHES),模仿人类皮肤的表皮和皮肤. 基于水凝的先进皮肤精确识别材料和纹理,使新的人机界面成为可能.

关键词:

深度学习是一种深度学习.电子皮肤 (E-Skin) 是一种电子皮肤.人机界面人机界面水凝是一种水凝.三元电纳米发电机.

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Last Updated: Jul 20, 2025

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Published on: February 28, 2020

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Published on: January 13, 2023

科学领域:

材料科学材料科学材料科学
生物医学工程生物医学工程
机器人技术机器人技术机器人技术

背景情况:

人体皮肤的表皮和皮肤在身体互动方面执行关键的感官功能.
在人工皮肤中重建这些功能对于先进的机器人和人机界面至关重要.
现有的电子皮肤技术往往缺乏复杂应用所需的灵敏度,多功能性或仿生技术.

研究的目的:

开发一种基于水凝的生物仿真,超敏感和多功能电子皮肤 (BHES).
通过接触电气化模仿表皮以进行材料识别.
复制皮肤机械受体用于纹理和压力传感.

主要方法:

皮肤表皮模仿使用聚乙烯二甲) 与纳米级纹用于接触电气化.
机械受体模拟使用数字间银电极与棒滑传感器用于纹理识别.
皮肤模仿与有图案的微孔水凝,用于高灵敏度的压力传感.

主要成果:

BHES实现了高灵敏度 (17.32 mV/Pa) 和广泛的压力范围 (20-5000 Pa),反应快 (10 ms) 和恢复 (17 ms).
深度学习的整合使材料 (95.00%) 和纹理 (97.20%) 识别的高精度成为可能.
一个可穿戴的无人机控制系统展示了BHES在软机器人和数字双胞胎接口方面的潜力.

结论:

拟议的BHES成功地复制了人类表皮和皮肤的关键功能.
这项技术为先进的软机器人,自动供电的人机交互和数字双胞胎应用提供了巨大的潜力.
BHES展示了一种创新的方法,用于创建复杂,响应敏捷的人造皮肤.