用于视听交互和声音识别的仿人智能显示平台。

IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Yang Wang, Wenli Gao, Shuo Yang, Qiaolin Chen, Chao Ye, Hao Wang, Qiang Zhang, Jing Ren, Zhijun Ning, Xin Chen, Zhengzhong Shao, Jian Li, Yifan Liu, Shengjie Ling
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引用次数: 0

摘要

本研究提出了一种合理的仿人智能显示平台的设计、制造和系统集成策略,以满足人机界面高度人性化的机械性能和智能化的要求。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可拉伸性和弹性,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,通过建立动物声音的幅度变化和亮度变化之间的数字相关性,HIDP借助物联网和机器学习技术实现了动物物种的视听交互和成功识别。经过200轮随机测试,物种识别的准确率达到100%左右。此外,HIDP可以通过分析声音特征来识别动物物种及其相应的频率,显示实时结果的准确率分别约为99%和93%。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的途径,可以加快智能显示设备在人机交互、软机器人、可穿戴声视觉系统和听障患者医疗设备中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Humanoid Intelligent Display Platform for Audiovisual Interaction and Sound Identification

Humanoid Intelligent Display Platform for Audiovisual Interaction and Sound Identification

Humanoid Intelligent Display Platform for Audiovisual Interaction and Sound Identification

Humanoid Intelligent Display Platform for Audiovisual Interaction and Sound Identification

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.

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来源期刊
Nano-Micro Letters
Nano-Micro Letters NANOSCIENCE & NANOTECHNOLOGY-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
42.40
自引率
4.90%
发文量
715
审稿时长
13 weeks
期刊介绍: Nano-Micro Letters is a peer-reviewed, international, interdisciplinary and open-access journal that focus on science, experiments, engineering, technologies and applications of nano- or microscale structure and system in physics, chemistry, biology, material science, pharmacy and their expanding interfaces with at least one dimension ranging from a few sub-nanometers to a few hundreds of micrometers. Especially, emphasize the bottom-up approach in the length scale from nano to micro since the key for nanotechnology to reach industrial applications is to assemble, to modify, and to control nanostructure in micro scale. The aim is to provide a publishing platform crossing the boundaries, from nano to micro, and from science to technologies.
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