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Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study

OBJECTIVE: This study aims to compare the effectiveness and subjective acceptance of three designs for haptic lane-keeping assistance in truck driving. BACKGROUND: Haptic lane-keeping assistance provides steering torques toward a reference trajectory, either continuously or only when exceeding a ban...

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Autores principales: Roozendaal, Jeroen, Johansson, Emma, de Winter, Joost, Abbink, David, Petermeijer, Sebastiaan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8593280/
https://www.ncbi.nlm.nih.gov/pubmed/32551951
http://dx.doi.org/10.1177/0018720820928622
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author Roozendaal, Jeroen
Johansson, Emma
de Winter, Joost
Abbink, David
Petermeijer, Sebastiaan
author_facet Roozendaal, Jeroen
Johansson, Emma
de Winter, Joost
Abbink, David
Petermeijer, Sebastiaan
author_sort Roozendaal, Jeroen
collection PubMed
description OBJECTIVE: This study aims to compare the effectiveness and subjective acceptance of three designs for haptic lane-keeping assistance in truck driving. BACKGROUND: Haptic lane-keeping assistance provides steering torques toward a reference trajectory, either continuously or only when exceeding a bandwidth. These approaches have been previously investigated in driving simulators, but it is unclear how these generalize toward real-life truck driving. METHOD: Three haptic lane-keeping algorithms to assist truck drivers were evaluated on a 6.3-km-long oval-shaped test track: (1) a single-bandwidth (SB) algorithm, which activated assistance torques when the predicted lateral deviation from lane center exceeded 0.4 m; (2) a double-bandwidth (DB) algorithm, which activated as SB, but deactivated after returning within 0.15 m lateral deviation; and (3) an algorithm providing assistance torques continuously (Cont) toward the lane center. Fifteen participants drove four trials each, one trial without and one for each haptic assistance design. Furthermore, participants drove with and without a concurrent visually distracting task. RESULTS: Compared to unsupported driving, all three assistance systems provided similar safety benefits in terms of decreased absolute lateral position and number of lane departures. Participants reported higher satisfaction and usability for Cont compared to SB. CONCLUSION: The continuous assistance was better accepted than bandwidth assistance, a finding consistent with prior driving simulator research. Research is still needed to investigate the long-term effects of haptic assistance on reliance and after-effects. APPLICATION: The present results are useful for designers of haptic lane-keeping assistance, as driver acceptance and performance are determinants of reliance and safety, respectively.
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spelling pubmed-85932802021-11-17 Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study Roozendaal, Jeroen Johansson, Emma de Winter, Joost Abbink, David Petermeijer, Sebastiaan Hum Factors Human-Robot Interaction OBJECTIVE: This study aims to compare the effectiveness and subjective acceptance of three designs for haptic lane-keeping assistance in truck driving. BACKGROUND: Haptic lane-keeping assistance provides steering torques toward a reference trajectory, either continuously or only when exceeding a bandwidth. These approaches have been previously investigated in driving simulators, but it is unclear how these generalize toward real-life truck driving. METHOD: Three haptic lane-keeping algorithms to assist truck drivers were evaluated on a 6.3-km-long oval-shaped test track: (1) a single-bandwidth (SB) algorithm, which activated assistance torques when the predicted lateral deviation from lane center exceeded 0.4 m; (2) a double-bandwidth (DB) algorithm, which activated as SB, but deactivated after returning within 0.15 m lateral deviation; and (3) an algorithm providing assistance torques continuously (Cont) toward the lane center. Fifteen participants drove four trials each, one trial without and one for each haptic assistance design. Furthermore, participants drove with and without a concurrent visually distracting task. RESULTS: Compared to unsupported driving, all three assistance systems provided similar safety benefits in terms of decreased absolute lateral position and number of lane departures. Participants reported higher satisfaction and usability for Cont compared to SB. CONCLUSION: The continuous assistance was better accepted than bandwidth assistance, a finding consistent with prior driving simulator research. Research is still needed to investigate the long-term effects of haptic assistance on reliance and after-effects. APPLICATION: The present results are useful for designers of haptic lane-keeping assistance, as driver acceptance and performance are determinants of reliance and safety, respectively. SAGE Publications 2020-06-18 2021-12 /pmc/articles/PMC8593280/ /pubmed/32551951 http://dx.doi.org/10.1177/0018720820928622 Text en Copyright © 2020, The Author(s) https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Human-Robot Interaction
Roozendaal, Jeroen
Johansson, Emma
de Winter, Joost
Abbink, David
Petermeijer, Sebastiaan
Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title_full Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title_fullStr Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title_full_unstemmed Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title_short Haptic Lane-Keeping Assistance for Truck Driving: A Test Track Study
title_sort haptic lane-keeping assistance for truck driving: a test track study
topic Human-Robot Interaction
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8593280/
https://www.ncbi.nlm.nih.gov/pubmed/32551951
http://dx.doi.org/10.1177/0018720820928622
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