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• W3119269619 abstract "Automated vehicles (AVs) will change the role of the driver, from actively controlling the vehicle to primarily monitoring it. Removing the driver from the control loop could fundamentally change the way that drivers sample visual information from the scene, and in particular, alter the gaze patterns generated when under AV control. To better understand how automation affects gaze patterns this experiment used tightly controlled experimental conditions with a series of transitions from 'Manual' control to 'Automated' vehicle control. Automated trials were produced using either a 'Replay' of the driver's own steering trajectories or standard 'Stock' trials that were identical for all participants. Gaze patterns produced during Manual and Automated conditions were recorded and compared. Overall the gaze patterns across conditions were very similar, but detailed analysis shows that drivers looked slightly further ahead (increased gaze time headway) during Automation with only small differences between Stock and Replay trials. A novel mixture modelling method decomposed gaze patterns into two distinct categories and revealed that the gaze time headway increased during Automation. Further analyses revealed that while there was a general shift to look further ahead (and fixate the bend entry earlier) when under automated vehicle control, similar waypoint-tracking gaze patterns were produced during Manual driving and Automation. The consistency of gaze patterns across driving modes suggests that active-gaze models (developed for manual driving) might be useful for monitoring driver engagement during Automated driving, with deviations in gaze behaviour from what would be expected during manual control potentially indicating that a driver is not closely monitoring the automated system." @default.
• W3119269619 created "2021-01-18" @default.
• W3119269619 creator A5018306154 @default.
• W3119269619 creator A5019237761 @default.
• W3119269619 creator A5049424425 @default.
• W3119269619 creator A5064991359 @default.
• W3119269619 creator A5071265162 @default.
• W3119269619 date "2021-01-08" @default.
• W3119269619 modified "2023-10-02" @default.
• W3119269619 title "Drivers use active gaze to monitor waypoints during automated driving" @default.
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• W3119269619 doi "https://doi.org/10.1038/s41598-020-80126-2" @default.
• W3119269619 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7794576" @default.
• W3119269619 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33420150" @default.
• W3119269619 hasPublicationYear "2021" @default.
• W3119269619 type Work @default.
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• W3119269619 hasAuthorship W3119269619A5018306154 @default.
• W3119269619 hasAuthorship W3119269619A5019237761 @default.
• W3119269619 hasAuthorship W3119269619A5049424425 @default.
• W3119269619 hasAuthorship W3119269619A5064991359 @default.

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