ILLUSIVE – FOUNDATIONS OF PERCEPTION ENGINEERING

PRINCIPAL INVESTIGATOR
Professor Steven M. LaValle

FUNDING BODY
European Research Council (ERC-ADG-2020, grant number 101020977)

GRANT AMOUNT
2’496’578 EUR

TIMESPAN
8/2021 – 7/2026 (60 months)

ABSTRACT
Virtual reality (VR) technology has enormous potential to transform society, especially as the world faces unprecedented challenges of remote work and social distancing brought on by COVID 19. VR creates perceptual illusions that can uniquely enhance education, collaborative design, health care, and social interaction, all from a distance. Further benefits include highly immersive computer interfaces, data visualization, and storytelling.

In spite of its potential, the VR industry has struggled through hype cycles as devices built from co-opted component technologies fail to meet the expectations of each generation. As an industry leader in Huawei and early Oculus VR, the PI concluded that the struggle is largely due to the lack of a rigorous foundation that draws from the human-centered sciences of perceptual psychology, neuroscience, and physiology. The PI proposes to reduce the gap between engineering and these sciences by forging a new discipline called
perception engineering. In this pioneering view, the object being engineered is the perceptual illusion itself, and the physical devices that achieve it are auxiliary.

The project develops mathematical foundations for perception engineering that unify engineering concepts from robotics and control theory with their biological-system counterparts, especially predictive coding and the free energy principle. A cornerstone is von Neumann-Morgenstern information spaces, introduced for games with hidden information, which the PI has leveraged for fundamental problems in robotics throughout his research career. The project team includes experts from VR, neuroscience, perceptual psychology, robotics, control theory, and pure mathematics. The work lays a valuable foundation for principled engineering approaches to design, simulation, prediction, and analysis of sustained, targeted perceptual experiences. This offers valuable guidance and deeper insights into VR, robotics, and possibly the sciences that study perception.

PUBLICATIONS

2024

Berthier M, Prencipe N & Provenzi E (2024) Split-quaternions for perceptual white balance. IEEE Signal Processing Magazine, in press.

LaValle SM, Center EG, Ojala T, Pouke M, Prencipe N, Sakçak B, Suomalainen M, Timperi KG & Weinstein V (2024) From virtual reality to the emerging discipline of perception engineering. Annual Review of Control, Robotics, and Autonomous Systems 7. https://doi.org/10.1146/annurev-control-062323-102456

2023

Bilevich MM, LaValle SM & Halperin D (2023) Sensor localization by few distance measurements via the intersection of implicit manifolds. Proc. 2023 IEEE International Conference on Robotics and Automation (ICRA 2023), London, UK, 1912-1918. https://doi.org/10.1109/ICRA48891.2023.10160553

LaValle AJ, Sakçak B & LaValle SM (2023) Bang-bang boosting of RRTs. Proc. 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023), Detroit, MI, USA.

Mimnaugh KJ, Center EG, Suomalainen M, Becerra I, Lozano E, Murrieta-Cid R, Ojala T, LaValle SM & Federmeier KD (2023) Virtual reality sickness reduces attention during immersive experiences. IEEE Transactions on Visualization and Computer Graphics 29(11):4394-4404. https://doi.org/10.1109/TVCG.2023.3320222

Sakçak B, Timperi KG & LaValle SM (2023) A mathematical characterization of minimally sufficient robot brains. The International Journal of Robotics Research. https://doi.org/10.1177/02783649231198898

Sakçak B, Weinstein V & LaValle SM (2023) The limits of learning and planning: Minimal sufficient information transition systems. In: LaValle SM, O’Kane JM, Otte M, Sadigh D & Tokekar P (eds) Algorithmic Foundations of Robotics XV (WAFR 2022). Springer Proceedings in Advanced Robotics, vol 25. Springer, Cham. https://doi.org/10.1007/978-3-031-21090-7_16

2022

Arora N, Suomalainen M, Pouke M, Center EG, Mimnaugh KJ, Chambers AP, Pouke S & LaValle SM (2022) Augmenting immersive telepresence experience with a virtual body. IEEE Transactions on Visualization and Computer Graphics 28(5):2135-2145. https://doi.org/10.1109/TVCG.2022.3150473.

Halkola J, Suomalainen M, Sakçak B, Mimnaugh KJ, Kalliokoski J, Chambers AP, Ojala T & LaValle SM (2022) Leaning-based control of an immersive-telepresence robot. Proc. 21st IEEE International Symposium on Mixed and Augmented Reality (ISMAR 2022), Singapore, 576-583. https://doi.org/10.1109/ISMAR55827.2022.00074

Kalliokoski J, Sakçak B, Suomalainen M, Mimnaugh KJ, Chambers AP, Ojala T & LaValle SM (2022) HI-DWA: Human-influenced dynamic window approach for shared control of a telepresence robot. Proc. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan, 7696-7703. https://doi.org/10.1109/IROS47612.2022.9981367

Pouke M, Center EG, Chambers AP, Pouke S, Ojala T & LaValle SM (2022) The body scaling effect and its impact on physics plausibility. Frontiers in Virtual Reality 3:869603. https://doi.org/10.3389/frvir.2022.869603

Suomalainen M, Karayiannidis Y & Kyrki V (2022) A survey of robot manipulation in contact. Robotics and Autonomous Systems 156:104224. https://doi.org/10.1016/j.robot.2022.104224

Suomalainen M, Sakcak B, Widagdo A, Kalliokoski J, Mimnaugh KJ, Chambers AP, Ojala T & LaValle SM (2022) Unwinding rotations improves user comfort with immersive telepresence robots. Proc. 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI 2022), Sapporo, Japan, 511-520. https://doi.org/10.1109/HRI53351.2022.9889388

Weinstein V, Sakçak B & LaValle SM (2022) An enactivist-inspired mathematical model of cognition. Frontiers in Neurorobotics 16:846982. https://doi.org/10.3389/fnbot.2022.846982

2021

Suomalainen M, Mimnaugh KJ, Becerra I, Lozano E, Murrieta-Cid R & LaValle SM (2021) Comfort and sickness while virtually aboard an autonomous telepresence robot. In: Bourdot P, Alcañiz Raya M, Figueroa P, Interrante V, Kuhlen TW & Reiners D (editors) Virtual Reality and Mixed Reality (EuroXR 2021). Lecture Notes in Computer Science 13105:3-24. Springer, Cham. https://doi.org/10.1007/978-3-030-90739-6_1

EU & ERC