A Multiplayer VR Live Concert With Information Exchange Through Feedback Modulated by EEG Signals

符号 计算机科学 信号(编程语言) 功能(生物学) 数学 程序设计语言 算术 进化生物学 生物
作者
Ángel Muñoz-González,Shohei Kobayashi,Ryota Horie
出处
期刊:IEEE Transactions on Human-Machine Systems [Institute of Electrical and Electronics Engineers]
卷期号:52 (2): 248-255 被引量:20
标识
DOI:10.1109/thms.2021.3134555
摘要

Despite the emergence of brain-computer interfaces, social applications of this technology wherein users interact with each other are infrequent. Thus, we develop a novel system consisting of a multiplayer virtual reality live concert in which the brain activity of the audience is used to elicit visual effects, based on the $\beta$ / $\alpha$ ratio signal obtained from the single-channel electroencephalogram (EEG) recorder. In this way, the system interconnects users through neurofeedback that can potentially be used to cause a “sense of unity” between users. In this work, we introduce the configuration, implementation and specifications of the system, proposing a local configuration and a client configuration. Function testing of the system performance for generating visual effects and quality control of the signal is conducted. A preliminary study to test the system is also shown, and the $\beta$ / $\alpha$ ratio signal and questionnaire are briefly analyzed. We propose the usability of the system for future research on the influence of music and emotions on group interactions.

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