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Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin

Successful aircraft cabin design depends on how the different stakeholders are involved since the first phases of product development. To predict passenger satisfaction prior to the manufacturing phase, human response was investigated in a Virtual Reality (VR) environment simulating a cabin aircraft...

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Autores principales: Ricci, Giulia, De Crescenzio, Francesca, Santhosh, Sandhya, Magosso, Elisa, Ursino, Mauro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243066/
https://www.ncbi.nlm.nih.gov/pubmed/35768460
http://dx.doi.org/10.1038/s41598-022-14747-0
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author Ricci, Giulia
De Crescenzio, Francesca
Santhosh, Sandhya
Magosso, Elisa
Ursino, Mauro
author_facet Ricci, Giulia
De Crescenzio, Francesca
Santhosh, Sandhya
Magosso, Elisa
Ursino, Mauro
author_sort Ricci, Giulia
collection PubMed
description Successful aircraft cabin design depends on how the different stakeholders are involved since the first phases of product development. To predict passenger satisfaction prior to the manufacturing phase, human response was investigated in a Virtual Reality (VR) environment simulating a cabin aircraft. Subjective assessments of virtual designs have been collected via questionnaires, while the underlying neural mechanisms have been captured through electroencephalographic (EEG) data. In particular, we focused on the modulation of EEG alpha rhythm as a valuable marker of the brain’s internal state and investigated which changes in alpha power and connectivity can be related to a different visual comfort perception by comparing groups with higher and lower comfort rates. Results show that alpha-band power decreased in occipital regions during subjects’ immersion in the virtual cabin compared with the relaxation state, reflecting attention to the environment. Moreover, alpha-band power was modulated by comfort perception: lower comfort was associated with a lower alpha power compared to higher comfort. Further, alpha-band Granger connectivity shows top-down mechanisms in higher comfort participants, modulating attention and restoring partial relaxation. Present results contribute to understanding the role of alpha rhythm in visual comfort perception and demonstrate that VR and EEG represent promising tools to quantify human–environment interactions.
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spelling pubmed-92430662022-07-01 Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin Ricci, Giulia De Crescenzio, Francesca Santhosh, Sandhya Magosso, Elisa Ursino, Mauro Sci Rep Article Successful aircraft cabin design depends on how the different stakeholders are involved since the first phases of product development. To predict passenger satisfaction prior to the manufacturing phase, human response was investigated in a Virtual Reality (VR) environment simulating a cabin aircraft. Subjective assessments of virtual designs have been collected via questionnaires, while the underlying neural mechanisms have been captured through electroencephalographic (EEG) data. In particular, we focused on the modulation of EEG alpha rhythm as a valuable marker of the brain’s internal state and investigated which changes in alpha power and connectivity can be related to a different visual comfort perception by comparing groups with higher and lower comfort rates. Results show that alpha-band power decreased in occipital regions during subjects’ immersion in the virtual cabin compared with the relaxation state, reflecting attention to the environment. Moreover, alpha-band power was modulated by comfort perception: lower comfort was associated with a lower alpha power compared to higher comfort. Further, alpha-band Granger connectivity shows top-down mechanisms in higher comfort participants, modulating attention and restoring partial relaxation. Present results contribute to understanding the role of alpha rhythm in visual comfort perception and demonstrate that VR and EEG represent promising tools to quantify human–environment interactions. Nature Publishing Group UK 2022-06-29 /pmc/articles/PMC9243066/ /pubmed/35768460 http://dx.doi.org/10.1038/s41598-022-14747-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Article
Ricci, Giulia
De Crescenzio, Francesca
Santhosh, Sandhya
Magosso, Elisa
Ursino, Mauro
Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title_full Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title_fullStr Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title_full_unstemmed Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title_short Relationship between electroencephalographic data and comfort perception captured in a Virtual Reality design environment of an aircraft cabin
title_sort relationship between electroencephalographic data and comfort perception captured in a virtual reality design environment of an aircraft cabin
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243066/
https://www.ncbi.nlm.nih.gov/pubmed/35768460
http://dx.doi.org/10.1038/s41598-022-14747-0
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