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首页> 外文期刊>Science Advances >Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications
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Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications

机译：触觉反馈智能手套作为虚拟/增强现实应用程序的创意人机界面（HMI）

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Human-machine interfaces (HMIs) experience increasing requirements for intuitive and effective manipulation. Current commercialized solutions of glove-based HMI are limited by either detectable motions or the huge cost on fabrication, energy, and computing power. We propose the haptic-feedback smart glove with triboelectric-based finger bending sensors, palm sliding sensor, and piezoelectric mechanical stimulators. The detection of multidirectional bending and sliding events is demonstrated in virtual space using the self-generated triboelectric signals for various degrees of freedom on human hand. We also perform haptic mechanical stimulation via piezoelectric chips to realize the augmented HMI. The smart glove achieves object recognition using machine learning technique, with an accuracy of 96%. Through the integrated demonstration of multidimensional manipulation, haptic feedback, and AI-based object recognition, our glove reveals its potential as a promising solution for low-cost and advanced human-machine interaction, which can benefit diversified areas, including entertainment, home healthcare, sports training, and medical industry.
机译：人机界面（HMIS）经历了直观和有效操纵的越来越多的要求。目前基于手套的HMI的商业化解决方案受到可检测运动的限制或制造，能量和计算能力的巨大成本。我们提出了具有摩擦基的手指弯曲传感器，棕榈滑动传感器和压电机械刺激器的触觉反馈智能手套。在虚拟空间中，使用自成的摩擦信号在人类手上进行各种自由度来证明多向弯曲和滑动事件的检测。我们还通过压电芯片进行触觉机械刺激，以实现增强的HMI。智能手套使用机器学习技术实现对象识别，精度为96％。通过综合演示，多维操纵，触觉反馈和基于AI的物体识别，我们的手套揭示了其作为低成本和先进人机互动的有希望的解决方案的潜力，可以利用多样化的区域，包括娱乐，家庭医疗保健，运动培训和医疗行业。

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