Human-machine collaboration for automated driving using an intelligent two-phase haptic interface

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dc.contributor.authorLv, Chen
dc.contributor.authorLi, Yutong
dc.contributor.authorXing, Yang
dc.contributor.authorHuang, Chao
dc.contributor.authorCao, Dongpu
dc.contributor.authorZhao, Yifan
dc.contributor.authorLiu, Yahui
dc.date.accessioned2021-02-16T11:48:11Z
dc.date.available2021-02-16T11:48:11Z
dc.date.issued2021-02-12
dc.description.abstractPrior to realizing fully autonomous driving, human intervention is periodically required to guarantee vehicle safety. This poses a new challenge in human–machine interaction, particularly during the control authority transition from automated functionality to a human driver. Herein, this challenge is addressed by proposing an intelligent haptic interface based on a newly developed two‐phase human–machine interaction model. The intelligent haptic torque is applied to the steering wheel and switches its functionality between predictive guidance and haptic assistance according to the varying state and control ability of human drivers. This helps drivers gradually resume manual control during takeover. The developed approach is validated by conducting vehicle experiments with 26 participants. The results suggest that the proposed method effectively enhances the driving state recovery and control performance of human drivers during takeover compared with an existing approach. Thus, this new method further improves the safety and smoothness of human–machine interaction in automated vehicles.en_UK
dc.identifier.citationLv C, Li Y, Xing Y, et al., (2021) Human-machine collaboration for automated driving using an intelligent two-phase haptic interface. Advanced Intelligent Systems, Volume 3, April 2021, Article number 2000229en_UK
dc.identifier.issn2640-4567
dc.identifier.urihttps://doi.org/10.1002/aisy.202000229
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/16350
dc.language.isoenen_UK
dc.publisherWileyen_UK
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjecttakeover controlsen_UK
dc.subjectintelligent haptic interfacesen_UK
dc.subjecthuman–machine collaborationsen_UK
dc.subjectAutomated drivingen_UK
dc.titleHuman-machine collaboration for automated driving using an intelligent two-phase haptic interfaceen_UK
dc.typeArticleen_UK

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