An integrated BCI-VR system design with game for motor imagery

Shuyu Chen; Mengjie Huang; Yuting Zheng; Annan Lu; Rui Yang

doi:10.1117/12.3009526

An integrated BCI-VR system design with game for motor imagery

Shuyu Chen, Mengjie Huang^*, Yuting Zheng, Annan Lu, Rui Yang

^*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Abstract

Brain-computer interface (BCI) provides a direct link for the interaction between the human brain and external devices. In the meanwhile, virtual reality (VR) offers people an immersive virtual experience with simulated environments. By combining these two technologies, integrated solutions have been raised, but most of the current solutions are only applicable in the laboratory setting. Therefore, in this study, we proposed an integrated BCI-VR system for daily use based on dry electrodes. A game for motor imagery was also designed in the system through the classification of motor imagery signals. The proposed system shows potential as a practical platform in rehabilitation and other healthcare fields.

Original language	English
Title of host publication	Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023
Editors	Habib Zaidi, Yuriy S. Shmaliy, Hongying Meng, Hoshang Kolivand, Yougang Sun, Jianping Luo, Mamoun Alazab
Publisher	SPIE
ISBN (Electronic)	9781510668621
DOIs	https://doi.org/10.1117/12.3009526
Publication status	Published - 2023
Event	5th International Conference on Artificial Intelligence and Computer Science, AICS 2023 - Wuhan, China Duration: 26 Jul 2023 → 28 Jul 2023

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	12803
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	5th International Conference on Artificial Intelligence and Computer Science, AICS 2023
Country/Territory	China
City	Wuhan
Period	26/07/23 → 28/07/23

Keywords

Brain-computer interface
game
motor imagery
rehabilitation
virtual reality

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1117/12.3009526

Cite this

Chen, S., Huang, M., Zheng, Y., Lu, A., & Yang, R. (2023). An integrated BCI-VR system design with game for motor imagery. In H. Zaidi, Y. S. Shmaliy, H. Meng, H. Kolivand, Y. Sun, J. Luo, & M. Alazab (Eds.), Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023 Article 128031G (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 12803). SPIE. https://doi.org/10.1117/12.3009526

Chen, Shuyu ; Huang, Mengjie ; Zheng, Yuting et al. / An integrated BCI-VR system design with game for motor imagery. Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023. editor / Habib Zaidi ; Yuriy S. Shmaliy ; Hongying Meng ; Hoshang Kolivand ; Yougang Sun ; Jianping Luo ; Mamoun Alazab. SPIE, 2023. (Proceedings of SPIE - The International Society for Optical Engineering).

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abstract = "Brain-computer interface (BCI) provides a direct link for the interaction between the human brain and external devices. In the meanwhile, virtual reality (VR) offers people an immersive virtual experience with simulated environments. By combining these two technologies, integrated solutions have been raised, but most of the current solutions are only applicable in the laboratory setting. Therefore, in this study, we proposed an integrated BCI-VR system for daily use based on dry electrodes. A game for motor imagery was also designed in the system through the classification of motor imagery signals. The proposed system shows potential as a practical platform in rehabilitation and other healthcare fields.",

keywords = "Brain-computer interface, game, motor imagery, rehabilitation, virtual reality",

author = "Shuyu Chen and Mengjie Huang and Yuting Zheng and Annan Lu and Rui Yang",

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year = "2023",

doi = "10.1117/12.3009526",

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series = "Proceedings of SPIE - The International Society for Optical Engineering",

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editor = "Habib Zaidi and Shmaliy, {Yuriy S.} and Hongying Meng and Hoshang Kolivand and Yougang Sun and Jianping Luo and Mamoun Alazab",

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Chen, S, Huang, M , Zheng, Y, Lu, A & Yang, R 2023, An integrated BCI-VR system design with game for motor imagery. in H Zaidi, YS Shmaliy, H Meng, H Kolivand, Y Sun, J Luo & M Alazab (eds), Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023., 128031G, Proceedings of SPIE - The International Society for Optical Engineering, vol. 12803, SPIE, 5th International Conference on Artificial Intelligence and Computer Science, AICS 2023, Wuhan, China, 26/07/23. https://doi.org/10.1117/12.3009526

An integrated BCI-VR system design with game for motor imagery. / Chen, Shuyu; Huang, Mengjie ; Zheng, Yuting et al.
Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023. ed. / Habib Zaidi; Yuriy S. Shmaliy; Hongying Meng; Hoshang Kolivand; Yougang Sun; Jianping Luo; Mamoun Alazab. SPIE, 2023. 128031G (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 12803).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - An integrated BCI-VR system design with game for motor imagery

AU - Chen, Shuyu

AU - Huang, Mengjie

AU - Zheng, Yuting

AU - Lu, Annan

AU - Yang, Rui

PY - 2023

Y1 - 2023

N2 - Brain-computer interface (BCI) provides a direct link for the interaction between the human brain and external devices. In the meanwhile, virtual reality (VR) offers people an immersive virtual experience with simulated environments. By combining these two technologies, integrated solutions have been raised, but most of the current solutions are only applicable in the laboratory setting. Therefore, in this study, we proposed an integrated BCI-VR system for daily use based on dry electrodes. A game for motor imagery was also designed in the system through the classification of motor imagery signals. The proposed system shows potential as a practical platform in rehabilitation and other healthcare fields.

AB - Brain-computer interface (BCI) provides a direct link for the interaction between the human brain and external devices. In the meanwhile, virtual reality (VR) offers people an immersive virtual experience with simulated environments. By combining these two technologies, integrated solutions have been raised, but most of the current solutions are only applicable in the laboratory setting. Therefore, in this study, we proposed an integrated BCI-VR system for daily use based on dry electrodes. A game for motor imagery was also designed in the system through the classification of motor imagery signals. The proposed system shows potential as a practical platform in rehabilitation and other healthcare fields.

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KW - game

KW - motor imagery

KW - rehabilitation

KW - virtual reality

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BT - Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023

A2 - Zaidi, Habib

A2 - Shmaliy, Yuriy S.

A2 - Meng, Hongying

A2 - Kolivand, Hoshang

A2 - Sun, Yougang

A2 - Luo, Jianping

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Y2 - 26 July 2023 through 28 July 2023

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Chen S, Huang M , Zheng Y, Lu A, Yang R. An integrated BCI-VR system design with game for motor imagery. In Zaidi H, Shmaliy YS, Meng H, Kolivand H, Sun Y, Luo J, Alazab M, editors, Fifth International Conference on Artificial Intelligence and Computer Science, AICS 2023. SPIE. 2023. 128031G. (Proceedings of SPIE - The International Society for Optical Engineering). doi: 10.1117/12.3009526

An integrated BCI-VR system design with game for motor imagery

Abstract

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Keywords

UN SDGs

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