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
Link To Document