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 :
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