基于雾计算和关联数据的增强脑机交互

J. Zao, T. Gan, Chun-Kai You, Sergio Jose Rodreguez Mendez, Cheng-En Chung, Yu-Te Wang, T. Mullen, T. Jung
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引用次数: 118

摘要

利用无线脑电图耳机、智能手机和无处不在的计算服务,已经开发出一种增强脑机接口,可以在现实生活中检测用户的大脑状态。这种可穿戴的自然用户界面将在未来的智能环境中具有广泛的潜在应用。本文描述了其无处不在的系统架构,并介绍了其使能技术,包括机器对机器发布/订阅协议,多层雾/云计算基础设施和链接数据网络。它的实时响应能力和易用性将在智能环境会议上通过玩一个多人在线BCI游戏EEG Tractor Beam来展示。
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Augmented Brain Computer Interaction Based on Fog Computing and Linked Data
An augmented brain computer interface that can detect users' brain states in real-life situations has been developed using wireless EEG headsets, smart phones and ubiquitous computing services. This kind of wearable natural user interfaces will have a wide-range of potential applications in future smart environments. This paper describes its ubiquitous system architecture and introduces its enabling technologies, which include machine-to-machine publish/subscribe protocols, multi-tier fog/cloud computing infrastructure and a linked data web. Its real-time responsiveness and easiness-of-use will be demonstrated by playing a multi-player on-line BCI game EEG Tractor Beam at the Intelligent Environment Conference.
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