EEG Movement Artifact Suppression in Interactive Virtual Reality

C. Tremmel; C. Herff; D.J. Krusienski

doi:10.1109/EMBC.2019.8856961

EEG Movement Artifact Suppression in Interactive Virtual Reality

C. Tremmel^*, C. Herff, D.J. Krusienski

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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Abstract

The integration of electroencephalogram (EEG) sensors into virtual reality (VR) headsets can provide the capability of tracking the user's cognitive state and eventually be used to increase the sense of immersion. Recent developments in wireless, room-scale VR tracking allow users to move freely in the physical and virtual spaces. Such motion can create significant movement artifacts in EEG sensors mounted to the VR headset. This study explores the removal of EEG movement artifacts caused by repetitive, stereotyped movements during an interactive VR task.

Original language	English
Title of host publication	2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Publisher	IEEE Xplore
Pages	4576-4579
Number of pages	4
DOIs	https://doi.org/10.1109/EMBC.2019.8856961
Publication status	Published - 1 Jan 2019

Keywords

working-memory
WORKING-MEMORY

Access to Document

10.1109/EMBC.2019.8856961

Full text Final published version, 5.22 MBLicence: Taverne

Cite this

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title = "EEG Movement Artifact Suppression in Interactive Virtual Reality",

abstract = "The integration of electroencephalogram (EEG) sensors into virtual reality (VR) headsets can provide the capability of tracking the user's cognitive state and eventually be used to increase the sense of immersion. Recent developments in wireless, room-scale VR tracking allow users to move freely in the physical and virtual spaces. Such motion can create significant movement artifacts in EEG sensors mounted to the VR headset. This study explores the removal of EEG movement artifacts caused by repetitive, stereotyped movements during an interactive VR task.",

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EEG Movement Artifact Suppression in Interactive Virtual Reality. / Tremmel, C.; Herff, C.; Krusienski, D.J.
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). IEEE Xplore, 2019. p. 4576-4579.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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