Development of an Online Home Appliance Control System Using Augmented Reality and an SSVEP-Based Brain-Computer Interface
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Seonghun | - |
dc.contributor.author | Cha, Ho-Seung | - |
dc.contributor.author | Kwon, Jinuk | - |
dc.contributor.author | Kim, Hodam | - |
dc.contributor.author | Im, Chang-Hwan | - |
dc.date.accessioned | 2021-08-02T09:31:40Z | - |
dc.date.available | 2021-08-02T09:31:40Z | - |
dc.date.created | 2021-07-07 | - |
dc.date.issued | 2020-02 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/10330 | - |
dc.description.abstract | In this study, we implemented a new home appliance control system by combining a steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI), augmented reality (AR), and internet of things (IoT) technologies. The visual stimuli were presented on a see-through head-mounted display (HMD), while the recorded brain activity was analyzed to classify the control command, and the home appliances were controlled through IoT. The average classification accuracy of the SSVEP-BCI-based control system was 92.8%, with an information transfer rate (ITR) of 37.4 bits/min. The proposed system exhibited an excellent performance, surpassing the best results reported in previous studies regarding external device control based on BCI using an HMD as rendering device. ? 2020 IEEE. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | Development of an Online Home Appliance Control System Using Augmented Reality and an SSVEP-Based Brain-Computer Interface | - |
dc.type | Conference | - |
dc.contributor.affiliatedAuthor | Im, Chang-Hwan | - |
dc.identifier.scopusid | 2-s2.0-85084063312 | - |
dc.identifier.bibliographicCitation | 8th International Winter Conference on Brain-Computer Interface, BCI 2020, pp.1 - 2 | - |
dc.relation.isPartOf | 8th International Winter Conference on Brain-Computer Interface, BCI 2020 | - |
dc.relation.isPartOf | 8th International Winter Conference on Brain-Computer Interface, BCI 2020 | - |
dc.citation.title | 8th International Winter Conference on Brain-Computer Interface, BCI 2020 | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 2 | - |
dc.citation.conferencePlace | KO | - |
dc.citation.conferencePlace | Gangwon, Korea (South) | - |
dc.citation.conferenceDate | 2020-02-26 | - |
dc.type.rims | CONF | - |
dc.description.journalClass | 1 | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/9061633 | - |
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