skip to main content
10.1145/2637248.2637280acmotherconferencesArticle/Chapter ViewAbstractPublication PagesecceConference Proceedingsconference-collections
research-article

A Tool for Neuroergonomic Study of Repetitive Operational Tasks

Authors Info & Claims
Published:01 September 2014Publication History

ABSTRACT

The objective of the present work in progress, in the field of neuroergonomics, is to find psychophysiological correlates for vigilance decrement and mental fatigue in industrial environments as well as the measurements of postural loads using multimodal system. This system is composed of (wirelessly obtained) electroencephalographic measurements (EEG), electrodermal activity (EDA) and commercial 3D motion capture sensor kinect™. The aim of this study is to decrease potential operational error due to slips in attention and mental fatigue of a worker and consequently lead to more reliable and safer production. Further, postural loads could be assessed on-line, thus preventing the over-load of the workers and, consequently, possible work-related MSDs.

References

  1. Boksem, M.A., Meijman, T.F., and Lorist, M.M. Effect of mental fatigue on attention: An ERP study. Cognitive Brain Research, 25 no. 1 (2005): 107--116Google ScholarGoogle ScholarCross RefCross Ref
  2. Bonnefond, A., Doignon, C.N., Touzalin, C.P., and Dufour, A. Vigilance and intrinsic maintainance of alert state: An ERP study. Behavioural and Brain Research, 211 no. 2 (2010): 185--190Google ScholarGoogle ScholarCross RefCross Ref
  3. De Vos, M., Gandaras, K., and Debener, S. Towards a trully mobile auditory brain-computer interface: Exploring P300 to take away. International Journal of Psychophisiology, 91 (2014): 46--53Google ScholarGoogle ScholarCross RefCross Ref
  4. Debener, S., Minow, F., Emkes, R., Gandras, K., and De Vos, M. How about talking a low cost, small and wireless EEG for a walk? Psychophysiology, 49 no. 11 (2012): 1617--1621Google ScholarGoogle ScholarCross RefCross Ref
  5. Diego-Mas, J.A., and Alcaide-Marzal, J. Using Kinect#8482; sensor in observational methods for assessing postures at work. Applied ergonomics, Article In Press, (2013).Google ScholarGoogle Scholar
  6. Dockree, P.M., Kelly, S.P., Foxe, J.J., Reilly, R.B., and Robertson, I.H. Optimal sustained attention is linked to the spectral content of background EEG activity: Greatre ongoing tonic alpha (~10 Hz) power supports succesful phasic goal activation. European Journal of Neuroscience, 25 no. 3 (2007): 900--907Google ScholarGoogle ScholarCross RefCross Ref
  7. Lab Streaming Layer (LSL) https://code.google.com/p/labstreaminglayer/Google ScholarGoogle Scholar
  8. Lim, C.L., Barry, R.J., Gordon, E., Sawant, A., Rennie C., and Yiannikas. C., The relationship between quantified EEG and skin conductance level. International journal of psychophysiology 21, no. 2 (1996): 151--162.Google ScholarGoogle Scholar
  9. Parasuraman, R., Rizzo M. Neuroergonomic: The Brain at Work. Taylor & Francis, (2003). Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. Sheridan, T. Supervisory Control, in Handbook of Human Factors, (ed. G. Salvendy). Willey, New York (1980): 1243--1268Google ScholarGoogle Scholar
  11. Wascher, E., Heppner, H., and Hoffmann, S. Towards the measurement of event-related EEG activity in real-life working environments. International Journal of Psychophisiology, Article in Press. (2013)Google ScholarGoogle Scholar
  12. Wiegmann, D.A., and Shappell, S.A. Human Error analysis of commercial aviation accidents: Application of the human factors analysis and classification systems (HFACS). Aviation, Spacem and Environmental Medicine, 72 no. 11 (2001): 1006--1016.Google ScholarGoogle Scholar

Index Terms

  1. A Tool for Neuroergonomic Study of Repetitive Operational Tasks

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Published in

      cover image ACM Other conferences
      ECCE '14: Proceedings of the 2014 European Conference on Cognitive Ergonomics
      September 2014
      191 pages
      ISBN:9781450328746
      DOI:10.1145/2637248

      Copyright © 2014 Owner/Author

      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 1 September 2014

      Check for updates

      Qualifiers

      • research-article
      • Research
      • Refereed limited

      Acceptance Rates

      Overall Acceptance Rate56of91submissions,62%

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader