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Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour

Human reaction plays a key role in improved protection upon emergent traffic situations with motor vehicles. Understanding the underlying behaviour mechanisms can combine active sensing system on feature caption and passive devices on injury mitigation for automated vehicles. The study aims to ident...

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Autores principales: Nie, Bingbing, Li, Quan, Gan, Shun, Xing, Bobin, Huang, Yuan, Li, Shengbo Eben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889901/
https://www.ncbi.nlm.nih.gov/pubmed/33597565
http://dx.doi.org/10.1038/s41598-021-82331-z
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author Nie, Bingbing
Li, Quan
Gan, Shun
Xing, Bobin
Huang, Yuan
Li, Shengbo Eben
author_facet Nie, Bingbing
Li, Quan
Gan, Shun
Xing, Bobin
Huang, Yuan
Li, Shengbo Eben
author_sort Nie, Bingbing
collection PubMed
description Human reaction plays a key role in improved protection upon emergent traffic situations with motor vehicles. Understanding the underlying behaviour mechanisms can combine active sensing system on feature caption and passive devices on injury mitigation for automated vehicles. The study aims to identify the distance-based safety boundary (“safety envelope”) of vehicle–pedestrian conflicts via pedestrian active avoidance behaviour recorded in well-controlled, immersive virtual reality-based emergent traffic scenarios. Via physiological signal measurement and kinematics reconstruction of the complete sequence, we discovered the general perception-decision-action mechanisms under given external stimulus, and the resultant certain level of natural harm-avoidance action. Using vision as the main information source, 70% pedestrians managed to avoid the collision by adapting walking speeds and directions, consuming overall less “decision” time (0.17–0.24 s vs. 0.41 s) than the collision cases, after that, pedestrians need enough “execution” time (1.52–1.84 s) to take avoidance action. Safety envelopes were generated by combining the simultaneous interactions between the pedestrian and the vehicle. The present investigation on emergent reaction dynamics clears a way for realistic modelling of biomechanical behaviour, and preliminarily demonstrates the feasibility of incorporating in vivo pedestrian behaviour into engineering design which can facilitate improved, interactive on-board devices towards global optimal safety.
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spelling pubmed-78899012021-02-22 Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour Nie, Bingbing Li, Quan Gan, Shun Xing, Bobin Huang, Yuan Li, Shengbo Eben Sci Rep Article Human reaction plays a key role in improved protection upon emergent traffic situations with motor vehicles. Understanding the underlying behaviour mechanisms can combine active sensing system on feature caption and passive devices on injury mitigation for automated vehicles. The study aims to identify the distance-based safety boundary (“safety envelope”) of vehicle–pedestrian conflicts via pedestrian active avoidance behaviour recorded in well-controlled, immersive virtual reality-based emergent traffic scenarios. Via physiological signal measurement and kinematics reconstruction of the complete sequence, we discovered the general perception-decision-action mechanisms under given external stimulus, and the resultant certain level of natural harm-avoidance action. Using vision as the main information source, 70% pedestrians managed to avoid the collision by adapting walking speeds and directions, consuming overall less “decision” time (0.17–0.24 s vs. 0.41 s) than the collision cases, after that, pedestrians need enough “execution” time (1.52–1.84 s) to take avoidance action. Safety envelopes were generated by combining the simultaneous interactions between the pedestrian and the vehicle. The present investigation on emergent reaction dynamics clears a way for realistic modelling of biomechanical behaviour, and preliminarily demonstrates the feasibility of incorporating in vivo pedestrian behaviour into engineering design which can facilitate improved, interactive on-board devices towards global optimal safety. Nature Publishing Group UK 2021-02-17 /pmc/articles/PMC7889901/ /pubmed/33597565 http://dx.doi.org/10.1038/s41598-021-82331-z Text en © The Author(s) 2021 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/.
spellingShingle Article
Nie, Bingbing
Li, Quan
Gan, Shun
Xing, Bobin
Huang, Yuan
Li, Shengbo Eben
Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title_full Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title_fullStr Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title_full_unstemmed Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title_short Safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
title_sort safety envelope of pedestrians upon motor vehicle conflicts identified via active avoidance behaviour
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889901/
https://www.ncbi.nlm.nih.gov/pubmed/33597565
http://dx.doi.org/10.1038/s41598-021-82331-z
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