Studying Spatial Memory in Augmented and Virtual reality

Spatial memory is a crucial part of our lives. Spatial memory research and rehabilitation in humans is typically performed either in real environments, which is challenging practically, or in Virtual Reality (VR), which has limited realism. Here we explored the use of Augmented Reality (AR) for studying spatial cognition. AR combines the best features of real and VR paradigms by allowing subjects to learn spatial information in a flexible fashion while walking through a real-world environment. To compare these methods, we had subjects perform the same spatial memory task in VR and AR settings. Although subjects showed good performance in both, subjects reported that the AR task version was significantly easier, more immersive, and more fun than VR. Importantly, memory performance was significantly better in AR compared to VR. Our findings validate that integrating AR can lead to improved techniques for spatial memory research and suggest their potential for rehabilitation. Highlights We built matching spatial memory tasks in VR and AR Subjectively, subjects find the AR easier, more immersive and more fun Objectively, subjects are significantly more accurate in AR compared to VR Pointing based tasks did not fully show the same advantages Only AR walking significantly correlated with SBSoD, suggesting mobile AR better captures more natural spatial performance

[1]  Cristina V. Lopes,et al.  A Spatial Augmented Reality Rehab System for Post-Stroke Hand Rehabilitation , 2013, MMVR.

[2]  Neil Burgess,et al.  Spatial cell firing during virtual navigation of open arenas by head-restrained mice , 2018, bioRxiv.

[3]  Albert A. Rizzo,et al.  Virtual Reality in Brain Damage Rehabilitation: Review , 2005, Cyberpsychology Behav. Soc. Netw..

[4]  Giuseppe Riva,et al.  Augmented Reality: A Brand New Challenge for the Assessment and Treatment of Psychological Disorders , 2015, Comput. Math. Methods Medicine.

[5]  Albert Rizzo,et al.  Virtual reality and rehabilitation. , 2019, Handbook of rehabilitation psychology (3rd ed.)..

[6]  Leila Alem,et al.  ARGreenet and BasicGreenet: Two mobile games for learning how to recycle , 2011, WSCG 2011.

[7]  R. Baños,et al.  Transforming Experience: The Potential of Augmented Reality and Virtual Reality for Enhancing Personal and Clinical Change , 2016, Front. Psychiatry.

[8]  M. Hegarty,et al.  A dissociation between mental rotation and perspective-taking spatial abilities , 2004 .

[9]  Alessandro De Luca,et al.  Making virtual walking real: Perceptual evaluation of a new treadmill control algorithm , 2010, TAP.

[10]  Ming-Kuan Tsai,et al.  Using augmented-reality-based mobile learning material in EFL English composition: An exploratory case study , 2013, Br. J. Educ. Technol..

[11]  P. Milgram,et al.  A Taxonomy of Mixed Reality Visual Displays , 1994 .

[12]  Kathryn A Davis,et al.  Lateralized hippocampal oscillations underlie distinct aspects of human spatial memory and navigation , 2018, Nature Communications.

[13]  M. Hegarty,et al.  Sense of direction: General factor saturation and associations with the Big-Five traits , 2015 .

[14]  J. Jacobs,et al.  Spatial Memory Rehabilitation in Virtual Reality – Extending findings from Epilepsy Patients to the General Population , 2019, 2019 International Conference on Virtual Rehabilitation (ICVR).

[15]  Noor Dayana Abdul Halim,et al.  Mobile Augmented Reality: The Potential for Education☆ , 2013 .

[16]  Michael A Yassa,et al.  Brain Rhythms: Higher-Frequency Theta Oscillations Make Sense in Moving Humans , 2018, Current Biology.

[17]  Shirin E. Hassan,et al.  Poor sense of direction is associated with constricted driving space in older drivers. , 2009, The journals of gerontology. Series B, Psychological sciences and social sciences.

[18]  Arne D. Ekstrom,et al.  Perspective: Assessing the Flexible Acquisition, Integration, and Deployment of Human Spatial Representations and Information , 2018, Front. Hum. Neurosci..

[19]  Kangsoo Kim,et al.  Revisiting Trends in Augmented Reality Research: A Review of the 2nd Decade of ISMAR (2008–2017) , 2018, IEEE Transactions on Visualization and Computer Graphics.

[20]  Timothy P. McNamara,et al.  Acquisition of survey knowledge using walking in place and resetting methods in immersive virtual environments , 2017, SAP.

[21]  Maria del Carmen Juan Lizandra,et al.  The effects of the size and weight of a mobile device on an educational game , 2013, Comput. Educ..

[22]  Mary Hegarty,et al.  Spatial Memory of Real Environments, Virtual Environments, and Maps , 2004 .

[23]  Maria del Carmen Juan Lizandra,et al.  Evaluation of learning outcomes using an educational iPhone game vs. traditional game , 2013, Comput. Educ..

[24]  Robert E. Gross,et al.  Single-Neuron Representations of Spatial Targets in Humans , 2019, Current Biology.

[25]  E. Pérez-Hernández,et al.  Augmented Reality for the Assessment of Children's Spatial Memory in Real Settings , 2014, PloS one.

[26]  Shachar Maidenbaum,et al.  Author's Personal Copy Neuroscience and Biobehavioral Reviews Sensory Substitution: Closing the Gap between Basic Research and Widespread Practical Visual Rehabilitation Author's Personal Copy , 2022 .

[27]  Heinrich H. Bülthoff,et al.  Learning to walk in virtual reality , 2013, TAP.

[28]  Simon Lessels,et al.  For Efficient Navigational Search, Humans Require Full Physical Movement, but Not a Rich Visual Scene , 2006, Psychological science.

[29]  Ekaterina P. Volkova,et al.  The effect of landmark and body-based sensory information on route knowledge , 2011, Memory & cognition.

[30]  Dmitriy Aronov,et al.  Engagement of Neural Circuits Underlying 2D Spatial Navigation in a Rodent Virtual Reality System , 2014, Neuron.

[31]  Ryen W. White,et al.  Influence of Pokémon Go on Physical Activity: Study and Implications , 2016, Journal of medical Internet research.

[32]  C. Heck,et al.  A Single-Center Experience with the NeuroPace RNS System: A Review of Techniques and Potential Problems. , 2015, World neurosurgery.

[33]  Urs-Vito Albrecht,et al.  Effects of Mobile Augmented Reality Learning Compared to Textbook Learning on Medical Students: Randomized Controlled Pilot Study , 2013, Journal of medical Internet research.

[34]  Robert D. Gregg,et al.  Intuitive Clinician Control Interface for a Powered Knee-Ankle Prosthesis: A Case Study , 2018, IEEE Journal of Translational Engineering in Health and Medicine.

[35]  Anthony E. Richardson,et al.  Development of a self-report measure of environmental spatial ability. , 2002 .

[36]  J. Loomis,et al.  Immersive virtual environment technology as a basic research tool in psychology , 1999, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[37]  Earl Hunt,et al.  The Transfer of Spatial Knowledge in Virtual Environment Training , 1998, Presence.

[38]  Shachar Maidenbaum,et al.  Grid-like hexadirectional modulation of human entorhinal theta oscillations , 2018, Proceedings of the National Academy of Sciences.

[39]  Mayank R Mehta,et al.  Impaired spatial selectivity and intact phase precession in two-dimensional virtual reality , 2014, Nature Neuroscience.

[40]  Brian Litt,et al.  Integrating Brain Implants With Local and Distributed Computing Devices: A Next Generation Epilepsy Management System , 2018, IEEE Journal of Translational Engineering in Health and Medicine.

[41]  Cristina V. Lopes,et al.  Comparing “pick and place” task in spatial Augmented Reality versus non-immersive Virtual Reality for rehabilitation setting , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).