An EEG-based Evaluation for Comparing the Sense of Presence between Virtual and Physical Environments

The current study concerns the identification of possible differences in perception between the virtual and the real world in terms of the effect on brain activity. For this reason, an EEG device was used to capture participants' brain activity in different brain areas during their exposure to different virtual and real environments. The environments considered in this study portray a classroom environment with a scenario suitable for teacher training and professional development. The first aim of the experiment is to investigate if exposure to a virtual environment can affect motor, cognitive or other function of the users, and the second aim is to test if the graphics content and nature of such an environment can influence the user experience. During the study, the optimum duration of exposure in a virtual environment was also assessed by measuring the time that the brain needs to perceive and adapt to the new state. Our results, consisting of EEG data analyzed in 10 Regions of Interest (ROIs) and responses from an Igroup Presence questionnaire, indicated a significant difference in each brain area, especially in the frontal and occipital region, when a participant was exposed to a non-realistic virtual environment, compared to a realistic one, highlighting the impact of the selected virtual environment design. The results of the experiment can play an important role in defining the characteristics of optimal virtual environments for virtual reality-based training applications.

[1]  Alessandro De Gloria,et al.  > Replace This Line with Your Paper Identification Number (double-click Here to Edit) < , 2022 .

[2]  Szabolcs Kéri,et al.  Emotion-related brain regions. , 2008, Ideggyogyaszati szemle.

[3]  Stephanie D. Teasley,et al.  The Construction of Shared Knowledge in Collaborative Problem Solving , 1995 .

[4]  Mayank R. Mehta,et al.  Multisensory Control of Hippocampal Spatiotemporal Selectivity , 2013, Science.

[5]  Alice E. Milne,et al.  EEG potentials associated with artificial grammar learning in the primate brain , 2015, Brain and Language.

[6]  E. A. Attree,et al.  Nervous system correlates of virtual reality experience , 1996 .

[7]  Daniel Kramer,et al.  Predictions of Performance by EEG and Skin Conductance , 2007 .

[8]  Mel Slater,et al.  How Colorful Was Your Day? Why Questionnaires Cannot Assess Presence in Virtual Environments , 2004, Presence: Teleoperators & Virtual Environments.

[9]  F. L. D. Silva,et al.  Event-related EEG/MEG synchronization and desynchronization: basic principles , 1999, Clinical Neurophysiology.

[10]  Corey J. Bohil,et al.  Virtual reality in neuroscience research and therapy , 2011, Nature Reviews Neuroscience.

[11]  Richard S. J. Frackowiak,et al.  Knowing where and getting there: a human navigation network. , 1998, Science.

[12]  Theodore Lim,et al.  Evaluating user interfaces for engineering tasks with biometric logging , 2010 .

[13]  Holger Regenbrecht,et al.  Real and Illusory Interactions Enhance Presence in Virtual Environments , 2002, Presence: Teleoperators & Virtual Environments.

[14]  Mel Slater,et al.  Depth of Presence in Virtual Environments , 1994, Presence: Teleoperators & Virtual Environments.

[15]  Alessandro De Gloria,et al.  Exploiting Real-Time EEG Analysis for Assessing Flow in Games , 2012, 2012 IEEE 12th International Conference on Advanced Learning Technologies.

[16]  M. Frank,et al.  Frontal theta as a mechanism for cognitive control , 2014, Trends in Cognitive Sciences.

[17]  C. Neuper,et al.  Cortical correlate of spatial presence in 2D and 3D interactive virtual reality: an EEG study. , 2012, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[18]  J. W. Getzels,et al.  Discovery-oriented behavior and the originality of creative products: a study with artists. , 1971, Journal of personality and social psychology.

[19]  Jose M. Carmena,et al.  Neurofeedback Control in Parkinsonian Patients Using Electrocorticography Signals Accessed Wirelessly With a Chronic, Fully Implanted Device , 2017, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[20]  Aljoscha C. Neubauer,et al.  Brain correlates underlying creative thinking: EEG alpha activity in professional vs. novice dancers , 2009, NeuroImage.

[21]  Lutz Jäncke,et al.  Feeling Present in Arousing Virtual Reality Worlds: Prefrontal Brain Regions Differentially Orchestrate Presence Experience in Adults and Children , 2008, Frontiers in human neuroscience.

[22]  Christa Neuper,et al.  Using auditory event-related EEG potentials to assess presence in virtual reality , 2012, Int. J. Hum. Comput. Stud..

[23]  Lutz Jäncke,et al.  Neural Correlate of Spatial Presence in an Arousing and Noninteractive Virtual Reality: An EEG and Psychophysiology Study , 2006, Cyberpsychology Behav. Soc. Netw..

[24]  L. Aftanas,et al.  Human anterior and frontal midline theta and lower alpha reflect emotionally positive state and internalized attention: high-resolution EEG investigation of meditation , 2001, Neuroscience Letters.

[25]  Niklas Ravaja,et al.  Oscillatory Brain Responses Evoked by Video Game Events: The Case of Super Monkey Ball 2 , 2007, Cyberpsychology Behav. Soc. Netw..

[26]  Matthew Lombard,et al.  At the Heart of It All: The Concept of Presence , 2006 .

[27]  M. Salminen,et al.  Increased oscillatory theta activation evoked by violent digital game events , 2008, Neuroscience Letters.

[28]  Allan W. Snyder,et al.  Brain stimulation enables the solution of an inherently difficult problem , 2012, Neuroscience Letters.

[29]  C. Neuper,et al.  Neurophysiological methods for monitoring brain activity in serious games and virtual environments: a review , 2014 .

[30]  René Weber,et al.  Neural contributions to flow experience during video game playing. , 2012, Social cognitive and affective neuroscience.

[31]  C. Harvey,et al.  Neuroscience: Virtual reality explored , 2016, Nature.

[32]  Juri D. Kropotov Chapter 3 – Beta Rhythms , 2009 .