Evaluation of a head movement artifact removal method for EEG considering real-time prosessing

Kazuki Onikura, Keiji Iramina

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

4 引用 (Scopus)

抜粋

The present study proposes the method of removing head movement artifact for considering real-time processing and improving reliability of EEG under unconstrained measurement. In the proposed method, independent component analysis and high-pass filtering were used with a hybrid accelerometer, which was used for detecting components containing head movement artifact. To evaluate the proposed method, we measured EEG which included the artifact and P300 components. As a result, although EEG amplitude decreased, original P300 waveform appeared clearly. This result indicates that the proposed method is effective for removing head movement artifact while keeping EEG information.

元の言語英語
ホスト出版物のタイトルBMEiCON 2015 - 8th Biomedical Engineering International Conference
出版者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781467391580
DOI
出版物ステータス出版済み - 2 4 2016
イベント8th Biomedical Engineering International Conference, BMEiCON 2015 - Pattaya, タイ
継続期間: 11 25 201511 27 2015

その他

その他8th Biomedical Engineering International Conference, BMEiCON 2015
タイ
Pattaya
期間11/25/1511/27/15

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering

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  • これを引用

    Onikura, K., & Iramina, K. (2016). Evaluation of a head movement artifact removal method for EEG considering real-time prosessing. : BMEiCON 2015 - 8th Biomedical Engineering International Conference [7399577] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BMEiCON.2015.7399577