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A study on the causes of AR sickness by constructing a nonlinear mathematical model based on biosignals measurements and individual differences

Research Project

Project/Area Number 18K11417
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 61020:Human interface and interaction-related
Research InstitutionGifu City Women's College

Principal Investigator

Matsuura Yasuyuki  岐阜市立女子短期大学, 国際文化学科, 講師 (30551212)

Co-Investigator(Kenkyū-buntansha) 高田 宗樹  福井大学, 学術研究院工学系部門, 教授 (40398855)
Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2021: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords立体映像 / 拡張現実 / 仮想現実 / 脳血流量 / 視線運動 / 人工知能 / ヒューマンインターフェース / データサイエンス / 衛生学 / 自律神経 / 重心動揺 / ニューラルネットワーク / ヘッドマウントディスプレイ / 立体映像視聴 / 数理モデル
Outline of Final Research Achievements

In this study, we focused on "near/far point of eye accommodation" and "the size of visual field" while viewing stereoscopic video clips. We developed a mathematical model to determine the biological condition while unpleasant symptoms are induced. As a result, we found that visual field constriction in the augmented environment did not have a significant effect on the autonomic nervous system. Our analysis of the cerebral blood flow (CBF) showed that the visual field constriction had a remarkable effect on the CBF. Also, it is possible that the visual object could not be processed precisely due to the effect of increased visual cue speed while viewing stereoscopic video clips for each speed in the visual cue. In addition, we have succeeded in findings of an artificial intelligence model for eye movement based on CNNs to discriminate between the peripheral and the central visibility with eye tracking on the visual cue.

Academic Significance and Societal Importance of the Research Achievements

本研究の研究成果は、立体映像やVR/AR、超高精細映像と言った映像視聴時の生体評価にとどまらず、衛生学・人間医工学分野において貢献できる。また、視野狭窄が脳血流に及ぼす影響や、視標速度が異なる立体映像視聴における生体状態の変化は、今後、メタバースなどにおける3D映像やヘッドマウントディスプレイの利用増加が見込まれる中、当該分野の発展や安全性の向上に寄与するものである。

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (20 results)

All 2022 2021 2020 2019 2018

All Journal Article (9 results) (of which Peer Reviewed: 8 results,  Open Access: 5 results) Presentation (11 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Pattern of Body Sway While Viewing 3D Video Clips in Various Age Groups2022

    • Author(s)
      小野蓮太郎、松浦康之、宮尾克、高田宗樹
    • Journal Title

      Nippon Eiseigaku Zasshi (Japanese Journal of Hygiene)

      Volume: 77 Issue: 0 Pages: n/a

    • DOI

      10.1265/jjh.20009

    • ISSN
      0021-5082, 1882-6482
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of Olfactory Stimulation with Vanilla Odor on Degree of Gastric Myoelectrical Activity2022

    • Author(s)
      高井英司、青柳隆大、市川敬太、松浦康之、木下史也、高田宗樹
    • Journal Title

      Nippon Eiseigaku Zasshi (Japanese Journal of Hygiene)

      Volume: 77 Issue: 0 Pages: n/a

    • DOI

      10.1265/jjh.20012

    • ISSN
      0021-5082, 1882-6482
    • Related Report
      2021 Annual Research Report
  • [Journal Article] Physical Effects of Motion Sickness for Comfortable VR Viewing2021

    • Author(s)
      小野蓮太郎、松浦康之、中根滉稀、高田宗樹
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 141 Issue: 9 Pages: 940-947

    • DOI

      10.1541/ieejeiss.141.940

    • NAID

      130008082354

    • ISSN
      0385-4221, 1348-8155
    • Year and Date
      2021-09-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Study of Classification for Electrogastrograms before/after Caloric Intake using Autoencoder2021

    • Author(s)
      K. Nakane, K. Ichikawa, R. Ono, Y. Matsuura, H. Takada
    • Journal Title

      Universal Access in Human-Computer Interaction

      Volume: 1 Pages: 589-598

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation Studies of Motion Sickness Visually Induced by Stereoscopic Films2021

    • Author(s)
      Y. Matsuura, H. Takada
    • Journal Title

      Advances in Science, Technology and Engineering Systems Journal

      Volume: 6 Issue: 4 Pages: 241-251

    • DOI

      10.25046/aj060428

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Numerical Analysis of Body Sway for Evaluation of 3D Sickness2020

    • Author(s)
      K.Nakane, R. Ono, S. Yamamoto, M. Takada, F. Kinoshita, A. Sugiura, Y. Matsuura, K. Fujikake, H. Takada
    • Journal Title

      Proceedings of IEEE ICCSE 2020

      Volume: 1 Pages: 89-95

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Comparison of Electrogastrograms in Seated and Supine Positions Using Wayland Algorithm2019

    • Author(s)
      Y. Matsuura, H. Takada
    • Journal Title

      Advances in Science, Technology and Engineering Systems Journal

      Volume: 4(4) Issue: 4 Pages: 42-46

    • DOI

      10.25046/aj040405

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Trial on Low-pass Filter Design for Bio-signal Based on Nonlinear Analysis2019

    • Author(s)
      T. Tanimura, Y. Jono, T. Hirata, Y. Matsuura, H. Takada
    • Journal Title

      Forma

      Volume: 34 Pages: 13-20

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Local Cerebral Blood Flow during Biofeedback Training2018

    • Author(s)
      Y. Matsuura, T. Tanimura, D. Iida, H. Takada
    • Journal Title

      Journal of Sports Medicine & Doping Studies

      Volume: 8 Pages: 1-6

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 香気曝露時における胃電図の非線形解析2022

    • Author(s)
      滝野凌大、坂倉響、中根滉稀、 高井英司、木下史也、松浦康之、高田宗樹
    • Organizer
      形の科学研究会 かたちシューレ2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 統計的機械学習を用いた香気曝露に伴う胃電図の解析に関する研究2022

    • Author(s)
      杉江倫太朗、福島涼太、高井英司、松浦康之、木下史也、平田隆幸、高田宗樹
    • Organizer
      形の科学研究会 かたちシューレ2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 胃電図の非線形解析を利用した香気評価技術の検討2021

    • Author(s)
      高井英司、青柳隆大、松浦康之、木下史也、高田宗樹
    • Organizer
      2021年電気学会 電子・情報・システム部門大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 姿勢変化に伴う多チャンネル胃電図の主成分分析に関する研究2021

    • Author(s)
      諸田悠吾、中根滉稀、松浦康之、高田宗樹
    • Organizer
      令和3年度日本生体医工学会北陸支部大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 香気強度が胃電図の無規則性に及ぼす影響2020

    • Author(s)
      高井英司、青柳隆大、市川敬太、松浦 康之、木下史也、高田宗樹
    • Organizer
      日本味と匂学会第54回大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 香気曝露に伴う胃電図パターンの時間変化を捉えるための非線形解析2020

    • Author(s)
      市川敬太、高井英司、青柳隆大、松浦康之、木下史也、平田隆之、高田宗樹
    • Organizer
      第 89 回 形の科学シンポジウム
    • Related Report
      2020 Research-status Report
  • [Presentation] 重心動揺検査を利用した覚醒度の定量的評価に関する研究2020

    • Author(s)
      塚本圭祐、小野蓮太郎、前川紘澄、松浦康之、平田隆幸、高田宗樹
    • Organizer
      令和2年度日本生体医工学会北陸支部大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 立体映像の周辺視認時における視線運動に関する研究2019

    • Author(s)
      小野蓮太郎、高田宗樹、平田隆幸、山本将太、増永澄紀、松浦康之
    • Organizer
      第88回形の科学シンポジウム
    • Related Report
      2019 Research-status Report
  • [Presentation] Comparison of Electrogastrograms in a Seated Posture with those in a Supine Posture using Wayland Algorithm - For the Evaluation of Motion Sickness induced by Stereoscopic Movies -2018

    • Author(s)
      Y. Matsuura, H. Takada
    • Organizer
      IEEE ICCSE 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 概日リズムが自律神経系および体平衡系に与える影響2018

    • Author(s)
      市川敬太、髙田宗樹、松浦康之
    • Organizer
      平成30年度日本生体医工学会北陸支部大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 拡張現実下の立体映像視認が生体に及ぼす影響2018

    • Author(s)
      寺田亮太、松浦康之、平田隆幸、髙田宗樹
    • Organizer
      2018 年度日本物理学会北陸支部定例学術講演会
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2023-01-30  

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