Exploring Augmented Reality's Influence on Cognitive Load and Emotional Dynamics within UAV Training Environments
dc.contributor.author | Rahimi, Fatema | |
dc.contributor.author | Sadeghi-Niaraki, Abolghasem | |
dc.contributor.author | Song, Houbing | |
dc.contributor.author | Wang, Huihui | |
dc.contributor.author | Choi, Soo-Mi | |
dc.date.accessioned | 2025-06-17T14:45:25Z | |
dc.date.available | 2025-06-17T14:45:25Z | |
dc.date.issued | 2025-05-08 | |
dc.description.abstract | This study investigates the cognitive and emotional processes involved in augmented reality (AR)-based learning. The study looks at learning outcomes, emotional responses, meditation, and attention using a comprehensive approach that includes self-assessment, EEG data gathering, and post-experiment questionnaires. Twelve participants, selected based on their English proficiency and lack of prior knowledge of the course material, engaged in AR-based learning, while a baseline reading condition was included to contextualize cognitive and emotional engagement. The study findings indicate that the AR group's participants demonstrated notably elevated attention and meditation levels, indicating heightened engagement and focus that is advantageous for efficient assimilation and retention of knowledge. Furthermore, AR learners reported feeling less tired and exhausted, which may have mitigated the negative emotional states that are frequently connected to learning activities. However, no significant differences in negative emotions were observed between the reading and AR groups. These results emphasize the value of customized AR environments for education goals and the need for more study to maximize learning outcomes and affective experiences in AR learning contexts. | |
dc.description.sponsorship | This work was supported in part by the ITRC Support Program under Grant IITP2024RS202200156354 in part by the Metaverse Support Program to Nurture the Best Talents under Grant IITP2024RS202300254529 funded by the Ministry of Science and ICT of Korea and the Institute of Information and Communications Technology Planning and Evaluation IITP | |
dc.description.uri | https://ieeexplore.ieee.org/abstract/document/10994297 | |
dc.format.extent | 12 pages | |
dc.genre | journal articles | |
dc.genre | postprints | |
dc.identifier | doi:10.13016/m2yv0t-tuva | |
dc.identifier.citation | Rahimi, Fatema, Abolghasem Sadeghi-Niaraki, Houbing Song, Huihui Wang, and Soo-Mi Choi. “Exploring Augmented Reality’s Influence on Cognitive Load and Emotional Dynamics within UAV Training Environments.” IEEE Transactions on Learning Technologies, 2025, 1–12. https://doi.org/10.1109/TLT.2025.3568416. | |
dc.identifier.uri | https://doi.org/10.1109/TLT.2025.3568416 | |
dc.identifier.uri | http://hdl.handle.net/11603/38893 | |
dc.language.iso | en_US | |
dc.publisher | IEEE | |
dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
dc.relation.ispartof | UMBC Faculty Collection | |
dc.relation.ispartof | UMBC Information Systems Department | |
dc.rights | © 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |
dc.subject | Electroencephalography | |
dc.subject | Drones | |
dc.subject | Emotional responses | |
dc.subject | Real-time systems | |
dc.subject | UMBC Security and Optimization for Networked Globe Laboratory (SONG Lab) | |
dc.subject | Training | |
dc.subject | Learning outcomes | |
dc.subject | Webcams | |
dc.subject | Cognitive load | |
dc.subject | Headphones | |
dc.subject | Augmented reality | |
dc.subject | Monitoring | |
dc.subject | Cognitive processes | |
dc.title | Exploring Augmented Reality's Influence on Cognitive Load and Emotional Dynamics within UAV Training Environments | |
dc.type | Text | |
dcterms.creator | https://orcid.org/0000-0003-2631-9223 |
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