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Measuring cognitive load of digital interface combining event-related potential and BubbleView

Helmet mounted display systems (HMDs) are high-performance display devices for modern aircraft. We propose a novel method combining event-related potentials (ERPs) and BubbleView to measure cognitive load under different HMD interfaces. The distribution of the subjects’ attention resources is reflec...

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Detalles Bibliográficos
Autores principales: Wei, Shaoyu, Zheng, Ruiling, Li, Rui, Shi, Minghui, Zhang, Junsong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984593/
https://www.ncbi.nlm.nih.gov/pubmed/36867298
http://dx.doi.org/10.1186/s40708-023-00187-7
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author Wei, Shaoyu
Zheng, Ruiling
Li, Rui
Shi, Minghui
Zhang, Junsong
author_facet Wei, Shaoyu
Zheng, Ruiling
Li, Rui
Shi, Minghui
Zhang, Junsong
author_sort Wei, Shaoyu
collection PubMed
description Helmet mounted display systems (HMDs) are high-performance display devices for modern aircraft. We propose a novel method combining event-related potentials (ERPs) and BubbleView to measure cognitive load under different HMD interfaces. The distribution of the subjects’ attention resources is reflected by analyzing the BubbleView, and the input of the subjects’ attention resources on the interface is reflected by analyzing the ERP’s P3b and P2 components. The results showed that the HMD interface with more symmetry and a simple layout had less cognitive load, and subjects paid more attention to the upper portion of the interface. Combining the experimental data of ERP and BubbleView, we can obtain a more comprehensive, objective, and reliable HMD interface evaluation result. This approach has significant implications for the design of digital interfaces and can be utilized for the iterative evaluation of HMD interfaces.
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spelling pubmed-99845932023-03-05 Measuring cognitive load of digital interface combining event-related potential and BubbleView Wei, Shaoyu Zheng, Ruiling Li, Rui Shi, Minghui Zhang, Junsong Brain Inform Research Helmet mounted display systems (HMDs) are high-performance display devices for modern aircraft. We propose a novel method combining event-related potentials (ERPs) and BubbleView to measure cognitive load under different HMD interfaces. The distribution of the subjects’ attention resources is reflected by analyzing the BubbleView, and the input of the subjects’ attention resources on the interface is reflected by analyzing the ERP’s P3b and P2 components. The results showed that the HMD interface with more symmetry and a simple layout had less cognitive load, and subjects paid more attention to the upper portion of the interface. Combining the experimental data of ERP and BubbleView, we can obtain a more comprehensive, objective, and reliable HMD interface evaluation result. This approach has significant implications for the design of digital interfaces and can be utilized for the iterative evaluation of HMD interfaces. Springer Berlin Heidelberg 2023-03-03 /pmc/articles/PMC9984593/ /pubmed/36867298 http://dx.doi.org/10.1186/s40708-023-00187-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research
Wei, Shaoyu
Zheng, Ruiling
Li, Rui
Shi, Minghui
Zhang, Junsong
Measuring cognitive load of digital interface combining event-related potential and BubbleView
title Measuring cognitive load of digital interface combining event-related potential and BubbleView
title_full Measuring cognitive load of digital interface combining event-related potential and BubbleView
title_fullStr Measuring cognitive load of digital interface combining event-related potential and BubbleView
title_full_unstemmed Measuring cognitive load of digital interface combining event-related potential and BubbleView
title_short Measuring cognitive load of digital interface combining event-related potential and BubbleView
title_sort measuring cognitive load of digital interface combining event-related potential and bubbleview
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984593/
https://www.ncbi.nlm.nih.gov/pubmed/36867298
http://dx.doi.org/10.1186/s40708-023-00187-7
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