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Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving

Human error has been implicated as a causal factor in a large proportion of road accidents. Automated driving systems purport to mitigate this risk, but self-driving systems that allow a driver to entirely disengage from the driving task also require the driver to monitor the environment and take co...

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Autores principales: Flynn-Evans, Erin E., Wong, Lily R., Kuriyagawa, Yukiyo, Gowda, Nikhil, Cravalho, Patrick F., Pradhan, Sean, Feick, Nathan H., Bathurst, Nicholas G., Glaros, Zachary L., Wilaiprasitporn, Theerawit, Bansal, Kanika, Garcia, Javier O., Hilditch, Cassie J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440771/
https://www.ncbi.nlm.nih.gov/pubmed/34521862
http://dx.doi.org/10.1038/s41598-021-92914-5
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author Flynn-Evans, Erin E.
Wong, Lily R.
Kuriyagawa, Yukiyo
Gowda, Nikhil
Cravalho, Patrick F.
Pradhan, Sean
Feick, Nathan H.
Bathurst, Nicholas G.
Glaros, Zachary L.
Wilaiprasitporn, Theerawit
Bansal, Kanika
Garcia, Javier O.
Hilditch, Cassie J.
author_facet Flynn-Evans, Erin E.
Wong, Lily R.
Kuriyagawa, Yukiyo
Gowda, Nikhil
Cravalho, Patrick F.
Pradhan, Sean
Feick, Nathan H.
Bathurst, Nicholas G.
Glaros, Zachary L.
Wilaiprasitporn, Theerawit
Bansal, Kanika
Garcia, Javier O.
Hilditch, Cassie J.
author_sort Flynn-Evans, Erin E.
collection PubMed
description Human error has been implicated as a causal factor in a large proportion of road accidents. Automated driving systems purport to mitigate this risk, but self-driving systems that allow a driver to entirely disengage from the driving task also require the driver to monitor the environment and take control when necessary. Given that sleep loss impairs monitoring performance and there is a high prevalence of sleep deficiency in modern society, we hypothesized that supervising a self-driving vehicle would unmask latent sleepiness compared to manually controlled driving among individuals following their typical sleep schedules. We found that participants felt sleepier, had more involuntary transitions to sleep, had slower reaction times and more attentional failures, and showed substantial modifications in brain synchronization during and following an autonomous drive compared to a manually controlled drive. Our findings suggest that the introduction of partial self-driving capabilities in vehicles has the potential to paradoxically increase accident risk.
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spelling pubmed-84407712021-09-20 Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving Flynn-Evans, Erin E. Wong, Lily R. Kuriyagawa, Yukiyo Gowda, Nikhil Cravalho, Patrick F. Pradhan, Sean Feick, Nathan H. Bathurst, Nicholas G. Glaros, Zachary L. Wilaiprasitporn, Theerawit Bansal, Kanika Garcia, Javier O. Hilditch, Cassie J. Sci Rep Article Human error has been implicated as a causal factor in a large proportion of road accidents. Automated driving systems purport to mitigate this risk, but self-driving systems that allow a driver to entirely disengage from the driving task also require the driver to monitor the environment and take control when necessary. Given that sleep loss impairs monitoring performance and there is a high prevalence of sleep deficiency in modern society, we hypothesized that supervising a self-driving vehicle would unmask latent sleepiness compared to manually controlled driving among individuals following their typical sleep schedules. We found that participants felt sleepier, had more involuntary transitions to sleep, had slower reaction times and more attentional failures, and showed substantial modifications in brain synchronization during and following an autonomous drive compared to a manually controlled drive. Our findings suggest that the introduction of partial self-driving capabilities in vehicles has the potential to paradoxically increase accident risk. Nature Publishing Group UK 2021-09-14 /pmc/articles/PMC8440771/ /pubmed/34521862 http://dx.doi.org/10.1038/s41598-021-92914-5 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2021 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
Flynn-Evans, Erin E.
Wong, Lily R.
Kuriyagawa, Yukiyo
Gowda, Nikhil
Cravalho, Patrick F.
Pradhan, Sean
Feick, Nathan H.
Bathurst, Nicholas G.
Glaros, Zachary L.
Wilaiprasitporn, Theerawit
Bansal, Kanika
Garcia, Javier O.
Hilditch, Cassie J.
Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title_full Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title_fullStr Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title_full_unstemmed Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title_short Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
title_sort supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440771/
https://www.ncbi.nlm.nih.gov/pubmed/34521862
http://dx.doi.org/10.1038/s41598-021-92914-5
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