Stress level estimation based on physiological signals for virtual reality applications

CE Orozco-Mora, D Oceguera-Cuevas… - IEEE …, 2022 - ieeexplore.ieee.org
Virtual Reality (VR) video games have become popular in recent years with the emergence
of a wide variety of enhanced VR hardware systems. Typically, current VR video games …

Multi-level stress assessment from ecg in a virtual reality environment using multimodal fusion

Z Ahmad, S Rabbani, MR Zafar, S Ishaque… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Electrocardiogram (ECG) is an attractive option to assess stress in serious virtual reality (VR)
applications due to its noninvasive nature. However, the existing machine learning (ML) …

Classification of VR-gaming difficulty induced stress levels using physiological (EEG & ECG) signals and machine learning

S Pratiher, A Radhakrishnan, KP Sahoo, S Alam… - Authorea …, 2023 - techrxiv.org
“This work has been submitted to the IEEE Transactions on Affective Computing for possible
publication. Copyright may be transferred without notice, after which this version may no …

Eeg based stress level detection during gameplay

P Samal, R Singla - … 2nd Global Conference for Advancement in …, 2021 - ieeexplore.ieee.org
Playing mobile games comes with the benefits of entertainment but many of these also
introduce stress to the human brain. This mental stress can be identified by Brain-computer …

Enhancement of Player Experience in Video Games Using EEG Based Dynamic Difficulty Adjustment

RB Arslan, E Filiz - … on INnovations in Intelligent SysTems and …, 2022 - ieeexplore.ieee.org
Brain computer interfaces are generally designed for patients with severe disabilities such
as motor impairments, but there are also many applications for healthy users. In this study …

Physiological signal analysis and classification of stress from virtual reality video game

S Ishaque, A Rueda, B Nguyen, N Khan… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Stress can affect a person's performance and health positively and negatively. A lot of the
relaxation methods have been suggested to reduce the amount of stress. This study used …

Human influential factors assessment during at-home gaming with an instrumented vr headset

MA Moinnereau, A Oliveira… - 2022 14th International …, 2022 - ieeexplore.ieee.org
Human influential factors (HIFs) play a crucial role in a gamer's perceived immersive media
experience, especially in virtual reality (VR) applications where cybersickness can be …

An experimental protocol for exploration of stress in an immersive VR scenario with EEG

A Miltiadous, V Aspiotis, K Sakkas… - 2022 7th South-East …, 2022 - ieeexplore.ieee.org
Stress is a subject always relevant to scientific research due to the numerous implications in
human life. Typical biomarkers used in the physiological evaluation of stress include …

[HTML][HTML] Immersive Emotion Analysis in VR Environments: A Sensor-Based Approach to Prevent Distortion

JH Joo, SH Han, I Park, TS Chung - Electronics, 2024 - mdpi.com
As virtual reality (VR) technology advances, research has focused on enhancing VR content
for a more realistic user experience. Traditional emotion analysis relies on surveys, but they …

Using accelerometry and heart rate data for real-time monitoring of soldiers' stress in a dynamic military virtual reality scenario

L Linssen, A Landman, JU van Baardewijk… - Multimedia Tools and …, 2022 - Springer
Real-time physiological stress monitoring would be a relevant addition to virtual reality (VR)
training for high-risk professions, such as the military. VR is highly suitable for the …