Multi-command chest tactile brain computer interface for small vehicle robot navigation

Hiromu Mori; Shoji Makino; Tomasz M. Rutkowski

doi:10.1007/978-3-319-02753-1_47

Multi-command chest tactile brain computer interface for small vehicle robot navigation

Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski

研究成果: Conference contribution

11 被引用数 (Scopus)

抄録

The presented study explores the extent to which tactile stimuli delivered to five chest positions of a healthy user can serve as a platform for a brain computer interface (BCI) that could be used in an interactive application such as robotic vehicle operation. The five chest locations are used to evoke tactile brain potential responses, thus defining a tactile brain computer interface (tBCI). Experimental results with five subjects performing online tBCI provide a validation of the chest location tBCI paradigm, while the feasibility of the concept is illuminated through information-transfer rates. Additionally an offline classification improvement with a linear SVM classifier is presented through the case study.

本文言語	English
ホスト出版物のタイトル	Brain and Health Informatics - International Conference, BHI 2013, Proceedings
ページ	469-478
ページ数	10
DOI	https://doi.org/10.1007/978-3-319-02753-1_47
出版ステータス	Published - 2013
外部発表	はい
イベント	International Conference on Brain and Health Informatics, BHI 2013 - Maebashi, Japan 継続期間: 2013 10月 29 → 2013 10月 31

出版物シリーズ

名前	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
巻	8211 LNAI
ISSN（印刷版）	0302-9743
ISSN（電子版）	1611-3349

Conference

Conference	International Conference on Brain and Health Informatics, BHI 2013
国/地域	Japan
City	Maebashi
Period	13/10/29 → 13/10/31

ASJC Scopus subject areas

理論的コンピュータサイエンス
コンピュータサイエンス（全般）

文献へのアクセス

10.1007/978-3-319-02753-1_47

他のファイルとリンク

引用スタイル

Mori, H., Makino, S., & Rutkowski, T. M. (2013). Multi-command chest tactile brain computer interface for small vehicle robot navigation. In Brain and Health Informatics - International Conference, BHI 2013, Proceedings (pp. 469-478). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8211 LNAI). https://doi.org/10.1007/978-3-319-02753-1_47

Multi-command chest tactile brain computer interface for small vehicle robot navigation. / Mori, Hiromu; Makino, Shoji; Rutkowski, Tomasz M.
Brain and Health Informatics - International Conference, BHI 2013, Proceedings. 2013. p. 469-478 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8211 LNAI).

研究成果: Conference contribution

Mori, H, Makino, S & Rutkowski, TM 2013, Multi-command chest tactile brain computer interface for small vehicle robot navigation. in Brain and Health Informatics - International Conference, BHI 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8211 LNAI, pp. 469-478, International Conference on Brain and Health Informatics, BHI 2013, Maebashi, Japan, 13/10/29. https://doi.org/10.1007/978-3-319-02753-1_47

Mori H, Makino S, Rutkowski TM. Multi-command chest tactile brain computer interface for small vehicle robot navigation. In Brain and Health Informatics - International Conference, BHI 2013, Proceedings. 2013. p. 469-478. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-02753-1_47

Mori, Hiromu ; Makino, Shoji ; Rutkowski, Tomasz M. / Multi-command chest tactile brain computer interface for small vehicle robot navigation. Brain and Health Informatics - International Conference, BHI 2013, Proceedings. 2013. pp. 469-478 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Multi-command chest tactile brain computer interface for small vehicle robot navigation

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

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