دورية أكاديمية

AR‐Enabled Persistent Human–Machine Interfaces via a Scalable Soft Electrode Array

التفاصيل البيبلوغرافية
العنوان: AR‐Enabled Persistent Human–Machine Interfaces via a Scalable Soft Electrode Array
المؤلفون: Hodam Kim, Ho‐Seung Cha, Minseon Kim, Yoon Jae Lee, Hoon Yi, Sung Hoon Lee, Soltis Ira, Hojoong Kim, Chang‐Hwan Im, Woon‐Hong Yeo
المصدر: Advanced Science, Vol 11, Iss 7, Pp n/a-n/a (2024)
بيانات النشر: Wiley, 2024.
سنة النشر: 2024
المجموعة: LCC:Science
مصطلحات موضوعية: augmented reality, electrode array, human–machine interface, soft wearable, Science
الوصف: Abstract Augmented reality (AR) is a computer graphics technique that creates a seamless interface between the real and virtual worlds. AR usage rapidly spreads across diverse areas, such as healthcare, education, and entertainment. Despite its immense potential, AR interface controls rely on an external joystick, a smartphone, or a fixed camera system susceptible to lighting. Here, an AR‐integrated soft wearable electronic system that detects the gestures of a subject for more intuitive, accurate, and direct control of external systems is introduced. Specifically, a soft, all‐in‐one wearable device includes a scalable electrode array and integrated wireless system to measure electromyograms for real‐time continuous recognition of hand gestures. An advanced machine learning algorithm embedded in the system enables the classification of ten different classes with an accuracy of 96.08%. Compared to the conventional rigid wearables, the multi‐channel soft wearable system offers an enhanced signal‐to‐noise ratio and consistency over multiple uses due to skin conformality. The demonstration of the AR‐integrated soft wearable system for drone control captures the potential of the platform technology to offer numerous human–machine interface opportunities for users to interact remotely with external hardware and software.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2198-3844
العلاقة: https://doaj.org/toc/2198-3844Test
DOI: 10.1002/advs.202305871
الوصول الحر: https://doaj.org/article/bb7c220af12b4fe0b6985000ad2fbc0dTest
رقم الانضمام: edsdoj.bb7c220af12b4fe0b6985000ad2fbc0d
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21983844
DOI:10.1002/advs.202305871