• DocumentCode
    2019665
  • Title

    Study of conditions for safe and efficient traffic in an indoor blind corner-based decision model with consideration for tactics and information uncertainty

  • Author

    Okamoto, Tamao ; Yamada, Yoji

  • Author_Institution
    Dept. of Sci. & Eng., Nagoya Univ., Nagoya, Japan
  • fYear
    2012
  • fDate
    9-13 Sept. 2012
  • Firstpage
    682
  • Lastpage
    688
  • Abstract
    In this paper, we studied the conditions require to ensure the safety and efficient traffic of pedestrians walking in an indoor blind corner-based decision model by determining their behavior. This model was constructed with consideration for tactics that affect when person encounter each other using a mixed strategy from game theory, which we expanded using the Dempster-Shafer theory of evidence for the adaptation of behavioral changes caused by information uncertainty. We determined the conditions required for safe and efficient traffic, and we verified their effectiveness in a simulation using a decision model. Based on the knowledge obtained from this verification, we tested an implementation of a system that supported safety and efficient traffic in an indoor blind corner-based model.
  • Keywords
    collision avoidance; game theory; human-robot interaction; mobile robots; uncertainty handling; Dempster-Shafer evidence theory; behavioral changes adaptation; game theory; indoor blind corner-based decision model; information uncertainty; pedestrians; tactics consideration; Adaptation models; Game theory; Humans; Lead; Legged locomotion; Safety; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    RO-MAN, 2012 IEEE
  • Conference_Location
    Paris
  • ISSN
    1944-9445
  • Print_ISBN
    978-1-4673-4604-7
  • Electronic_ISBN
    1944-9445
  • Type

    conf

  • DOI
    10.1109/ROMAN.2012.6343830
  • Filename
    6343830