Machine learning methods for the study of cybersickness: a systematic review

AHX Yang, N Kasabov, YO Cakmak - Brain Informatics, 2022 - Springer
This systematic review offers a world-first critical analysis of machine learning methods and
systems, along with future directions for the study of cybersickness induced by virtual reality …

Cybersickness and its severity arising from virtual reality content: A comprehensive study

H Oh, W Son - Sensors, 2022 - mdpi.com
Virtual reality (VR) experiences often elicit a negative effect, cybersickness, which results in
nausea, disorientation, and visual discomfort. To quantitatively analyze the degree of …

Scenario-Function System for Automotive Intelligent Cockpits: Framework, Research Progress and Perspectives

H Chen, R Gao, L Fan, E Liu, W Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The innovative development of intelligent cockpit scenarios and functions brings
increasingly enhanced user experiences to drivers and passengers in intelligent vehicles …

Automatic detection and prediction of cybersickness severity using deep neural networks from user's physiological signals

R Islam, Y Lee, M Jaloli, I Muhammad… - … symposium on mixed …, 2020 - ieeexplore.ieee.org
Cybersickness is one of the primary challenges to the usability and acceptability of virtual
reality (VR). Cybersickness can cause motion sickness-like discomforts, including …

Towards forecasting the onset of cybersickness by fusing physiological, head-tracking and eye-tracking with multimodal deep fusion network

R Islam, K Desai, J Quarles - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
A plethora of studies has been conducted to detect and reduce cybersickness in real-time.
However, prior attempts to detect and minimize cybersickness after its onset may be …

Multimodal biosensing for vestibular network-based cybersickness detection

G Li, M McGill, S Brewster, CP Chen… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Virtual reality (VR) has the potential to induce cybersickness (CS), which impedes CS-
susceptible VR users from the benefit of emerging VR applications. To better detect CS, the …

[HTML][HTML] Car sickness in real driving conditions: Effect of lateral acceleration and predictability reflected by physiological changes

EH Henry, C Bougard, C Bourdin, L Bringoux - Transportation research part …, 2023 - Elsevier
With the development of autonomous vehicles, car sickness may affect increasing numbers
of car occupants. Car manufacturers have a real need to understand the causes of these …

Cybersense: A closed-loop framework to detect cybersickness severity and adaptively apply reduction techniques

R Islam, S Ang, J Quarles - … Conference on virtual reality and 3d …, 2021 - ieeexplore.ieee.org
Researchers often collect subjective measurements before, after, and during the immersive
experience to measure cybersickness severity. However, collecting data before and after the …

A testbed for studying cybersickness and its mitigation in immersive virtual reality

D Calandra, F Lamberti - IEEE Transactions on Visualization …, 2024 - ieeexplore.ieee.org
Cybersickness (CS) represents one of the oldest problems affecting Virtual Reality (VR)
technology. In an attempt to resolve or at least limit this form of discomfort, an increasing …

Bio-physiological-signals-based vr cybersickness detection

C Qu, X Che, S Ma, S Zhu - CCF Transactions on Pervasive Computing …, 2022 - Springer
With the gradual maturity of virtual reality (VR) technology in recent years, VR industry is in a
trend of rapid growth, providing new possibilities for content design. Although VR technology …