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用于视听交互和声音识别的类人智能显示平台

Humanoid Intelligent Display Platform for Audiovisual Interaction and Sound Identification.

作者信息

Wang Yang, Gao Wenli, Yang Shuo, Chen Qiaolin, Ye Chao, Wang Hao, Zhang Qiang, Ren Jing, Ning Zhijun, Chen Xin, Shao Zhengzhong, Li Jian, Liu Yifan, Ling Shengjie

机构信息

School of Physical Science and Technology, ShanghaiTech University, 393 Middle Huaxia Road, Shanghai, 201210, People's Republic of China.

State Key Laboratory of Molecular Engineering of Polymers, Department of Macromolecular Science, Laboratory of Advanced Materials, Fudan University, Shanghai, 200433, People's Republic of China.

出版信息

Nanomicro Lett. 2023 Oct 9;15(1):221. doi: 10.1007/s40820-023-01199-y.

DOI:10.1007/s40820-023-01199-y
PMID:37812331
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10562358/
Abstract

This study proposes a rational strategy for the design, fabrication and system integration of the humanoid intelligent display platform (HIDP) to meet the requirements of highly humanized mechanical properties and intelligence for human-machine interfaces. The platform's sandwich structure comprises a middle light-emitting layer and surface electrodes, which consists of silicon elastomer embedded with phosphor and silk fibroin ionoelastomer, respectively. Both materials are highly stretchable and resilient, endowing the HIDP with skin-like mechanical properties and applicability in various extreme environments and complex mechanical stimulations. Furthermore, by establishing the numerical correlation between the amplitude change of animal sounds and the brightness variation, the HIDP realizes audiovisual interaction and successful identification of animal species with the aid of Internet of Things (IoT) and machine learning techniques. The accuracy of species identification reaches about 100% for 200 rounds of random testing. Additionally, the HIDP can recognize animal species and their corresponding frequencies by analyzing sound characteristics, displaying real-time results with an accuracy of approximately 99% and 93%, respectively. In sum, this study offers a rational route to designing intelligent display devices for audiovisual interaction, which can expedite the application of smart display devices in human-machine interaction, soft robotics, wearable sound-vision system and medical devices for hearing-impaired patients.

摘要

本研究提出了一种用于类人智能显示平台(HIDP)设计、制造和系统集成的合理策略,以满足人机界面高度人性化机械性能和智能的要求。该平台的夹层结构包括中间发光层和表面电极,表面电极分别由嵌入磷光体的硅弹性体和丝素蛋白离子弹性体组成。这两种材料都具有高度的拉伸性和弹性,赋予HIDP类似皮肤的机械性能,并适用于各种极端环境和复杂的机械刺激。此外,通过建立动物声音幅度变化与亮度变化之间的数值关联,HIDP借助物联网(IoT)和机器学习技术实现了视听交互并成功识别动物物种。在200轮随机测试中,物种识别准确率达到约100%。此外,HIDP可以通过分析声音特征识别动物物种及其相应频率,分别以约99%和93%的准确率显示实时结果。总之,本研究为设计用于视听交互的智能显示设备提供了一条合理途径,这可以加速智能显示设备在人机交互、软体机器人、可穿戴视听系统以及听力受损患者医疗设备中的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/be10ce996447/40820_2023_1199_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/9a3e09e10e5f/40820_2023_1199_Fig1_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/9d3d668d9e07/40820_2023_1199_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/be10ce996447/40820_2023_1199_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/9a3e09e10e5f/40820_2023_1199_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/5e9834c4b619/40820_2023_1199_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/41c0f7c6997f/40820_2023_1199_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/9d3d668d9e07/40820_2023_1199_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f968/10562358/be10ce996447/40820_2023_1199_Fig5_HTML.jpg

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