• DocumentCode
    2469190
  • Title

    Time series modeling of visually induced postural sway

  • Author

    Imamura, Takashi ; Harada, Hikaru ; Zhang, Zhong ; Miyake, Tetsuo

  • Author_Institution
    Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    1497
  • Lastpage
    1502
  • Abstract
    Today, Virtual Reality (VR) technology has been applied in various fields, and the effects of inducing VR contents in humans have been studied. Generally, VR contents mainly consist of visual stimulation and it is considered that it influences the recognition mechanisms in the human brain, the behaviors in the human body and so on. In this research, in order to construct a methodology of VR content production with higher realism, an analysis method for behaviors in the human body induced by visual stimulation is studied. It is known that the sensation induced by visual stimulation affects the human behavior with a specific frequency component. If this kind of behavior can be modeled by using simple model parameters, it has the possibility to control the human behavior using visual stimulation or to increase its realism. In previous research, a parameterized first-order human behavior model has been proposed. The validity of the proposed model and its parameters has been confirmed through the analysis of verification experimental results. In this research, long-term experiments have been conducted to check the validity of the proposed analysis method. In addition, the possibility of applying the method as a time series modeling method to postural sway analysis is also considered.
  • Keywords
    behavioural sciences computing; time series; virtual reality; VR content production; VR technology; behavior analysis method; parameterized first-order human behavior model; time series modeling; virtual reality technology; visual stimulation; visually induced postural sway; Analytical models; Data models; Humans; Rail to rail inputs; Solid modeling; Time frequency analysis; Visualization; time-frequency analysis; visually-induced postural sway;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4673-1713-9
  • Electronic_ISBN
    978-1-4673-1712-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2012.6377947
  • Filename
    6377947