TY - GEN
T1 - Enhancing Usability with Virtual Imagery: Insights into Feedback Mechanism from a BCI-VR Integrated System
AU - Lu, Annan
AU - Huang, Mengjie
AU - Tang, Luyao
AU - Yang, Rui
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The integration of brain-computer interface (BCI) and virtual reality (VR) technologies has fostered innovative applications in medical rehabilitation, education, and entertainment. One prominent application is the motor imagery (MI)-based BCI-VR system, which allows users to control the system through imagined movements without physical motion. Despite these advancements, the usability of a such system remains a significant challenge, primarily due to limited user feedback mechanisms. This study addresses this gap by designing and evaluating four haptic feedback modes to enhance user interaction in MI-based BCI-VR systems. Specifically, the research introduces a novel approach by integrating pseudo-haptic feedback - the illusion of touch created through visual and auditory stimuli - alongside traditional physical feedback. Using a within-subjects experimental design, the study assesses the impact of different combinations of physical and pseudo-haptic feedback on haptic perception, user workload, and satisfaction. The results indicate that the combination of both pseudo-haptic and physical feedback significantly enhances user satisfaction (M=2.25, SD=0.46) and perceived vibration level (M=9.25, SD=1.03), although it also increases the workload. These findings suggest that carefully balanced haptic feedback can improve the usability and overall user experience of MI-based BCI-VR systems, providing practical insights for system optimization.
AB - The integration of brain-computer interface (BCI) and virtual reality (VR) technologies has fostered innovative applications in medical rehabilitation, education, and entertainment. One prominent application is the motor imagery (MI)-based BCI-VR system, which allows users to control the system through imagined movements without physical motion. Despite these advancements, the usability of a such system remains a significant challenge, primarily due to limited user feedback mechanisms. This study addresses this gap by designing and evaluating four haptic feedback modes to enhance user interaction in MI-based BCI-VR systems. Specifically, the research introduces a novel approach by integrating pseudo-haptic feedback - the illusion of touch created through visual and auditory stimuli - alongside traditional physical feedback. Using a within-subjects experimental design, the study assesses the impact of different combinations of physical and pseudo-haptic feedback on haptic perception, user workload, and satisfaction. The results indicate that the combination of both pseudo-haptic and physical feedback significantly enhances user satisfaction (M=2.25, SD=0.46) and perceived vibration level (M=9.25, SD=1.03), although it also increases the workload. These findings suggest that carefully balanced haptic feedback can improve the usability and overall user experience of MI-based BCI-VR systems, providing practical insights for system optimization.
KW - Brain-Computer Interface
KW - Motor Imagery
KW - Pseudo-haptic feedback
KW - Usability
KW - Virtual Reality
UR - http://www.scopus.com/inward/record.url?scp=85218424700&partnerID=8YFLogxK
U2 - 10.1109/ICVR62393.2024.10869259
DO - 10.1109/ICVR62393.2024.10869259
M3 - Conference Proceeding
AN - SCOPUS:85218424700
T3 - 2024 10th International Conference on Virtual Reality, ICVR 2024
SP - 121
EP - 126
BT - 2024 10th International Conference on Virtual Reality, ICVR 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th International Conference on Virtual Reality, ICVR 2024
Y2 - 24 July 2024 through 26 July 2024
ER -