A Framework to Model and Control the State of Presence in Virtual Reality Systems

被引:5
|
作者
Hernandez-Melgarejo, Gustavo [1 ]
Luviano-Juarez, Alberto [2 ]
Quetziquel Fuentes-Aguilar, Rita [1 ]
机构
[1] Tecnol Monterrey, Sch Engn & Sci, Zapopan 45201, Jalisco, Mexico
[2] Inst Politecn Nacl, UPIITA, Mexico City 07340, DF, Mexico
关键词
Virtual reality; presence; closed loop control; emotion recognition; petri nets; ECG; HEART-RATE; AUGMENTED REALITY; PETRI NETS; STRESS; EMOTION; DISPLAY; IDENTIFICATION; ENVIRONMENTS; PERFORMANCE; PERCEPTION;
D O I
10.1109/TAFFC.2022.3195697
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work is concerned with the modelling and control of the state of presence of a user in a virtual reality system (VRS). The manner how the state of a user interacting with the VRS is measured by some of its physiological signals is discussed. Based on the user-VRS interaction, a novel feedback control schema to manipulate the user state is proposed. In this, the error between the required and the actual user behavior is used by a controller to select the appropriate stimulus that must be executed by the VRS core scenario to reduce the error. The schema includes the modelling of the presence state by a discrete event strategy based on Petri Nets. Based on the obtained model, the control strategy to select the appropriate stimuli is devised. Finally, some real experiments with a VRS prototype are carried out to show the effectiveness of the proposal.
引用
收藏
页码:1854 / 1867
页数:14
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