Exploring Augmented Reality's Influence on Cognitive Load and Emotional Dynamics within UAV Training Environments

dc.contributor.authorRahimi, Fatema
dc.contributor.authorSadeghi-Niaraki, Abolghasem
dc.contributor.authorSong, Houbing
dc.contributor.authorWang, Huihui
dc.contributor.authorChoi, Soo-Mi
dc.date.accessioned2025-06-17T14:45:25Z
dc.date.available2025-06-17T14:45:25Z
dc.date.issued2025-05-08
dc.description.abstractThis 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.sponsorshipThis 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.urihttps://ieeexplore.ieee.org/abstract/document/10994297
dc.format.extent12 pages
dc.genrejournal articles
dc.genrepostprints
dc.identifierdoi:10.13016/m2yv0t-tuva
dc.identifier.citationRahimi, 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.urihttps://doi.org/10.1109/TLT.2025.3568416
dc.identifier.urihttp://hdl.handle.net/11603/38893
dc.language.isoen_US
dc.publisherIEEE
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC 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.subjectElectroencephalography
dc.subjectDrones
dc.subjectEmotional responses
dc.subjectReal-time systems
dc.subjectUMBC Security and Optimization for Networked Globe Laboratory (SONG Lab)
dc.subjectTraining
dc.subjectLearning outcomes
dc.subjectWebcams
dc.subjectCognitive load
dc.subjectHeadphones
dc.subjectAugmented reality
dc.subjectMonitoring
dc.subjectCognitive processes
dc.titleExploring Augmented Reality's Influence on Cognitive Load and Emotional Dynamics within UAV Training Environments
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-2631-9223

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