Investigation of Habituation Effects of Visual Variations of Cues to the Fallback-Driver for Automated Level 3 Vehicles

In L3 conditional automated driving, the fallback driver may disengage from the driving task but must remain ready to resume control when requested.A major challenge is maintaining this readiness without compromising user experience.Most systems lack ongoing proactive cues to sustain engagement, and existing ones are often so monotonous they quickly become habituating.This video paper examines whether varying the visual design of periodic engagement cues can reduce habituation and sustain driver readiness.In a within-subjects experiment (N=5), participants experienced a Wizard-of-Oz video driving simulation with head-up display messages presented every three minutes, using either (a) a fixed or (b) a variable alert design.Results from a 3-point Likert scale and post-test semi-structured interviews suggest that variation reduces perceived repetition, supports engagement, and is not perceived as annoying.Our findings indicate that subtle, varied visual cues may be a promising approach to maintain fallback readiness.

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Publication Details

Published
2025-09-22
DOI
https://doi.org/10.1145/3744335.3756862
Citations
1
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
2.44
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article

Investigation of Habituation Effects of Visual Variations of Cues to the Fallback-Driver for Automated Level 3 Vehicles

Michael A. Gerber, Andreas Riener, Nebras Ahmed Mohamed
1 citations
Human-Automation Interaction and Safety
2.44
article

Investigation of Habituation Effects of Visual Variations of Cues to the Fallback-Driver for Automated Level 3 Vehicles

Michael A. Gerber, Andreas Riener, Nebras Ahmed Mohamed
article en
1 citations

Abstract

In L3 conditional automated driving, the fallback driver may disengage from the driving task but must remain ready to resume control when requested.A major challenge is maintaining this readiness without compromising user experience.Most systems lack ongoing proactive cues to sustain engagement, and existing ones are often so monotonous they quickly become habituating.This video paper examines whether varying the visual design of periodic engagement cues can reduce habituation and sustain driver readiness.In a within-subjects experiment (N=5), participants experienced a Wizard-of-Oz video driving simulation with head-up display messages presented every three minutes, using either (a) a fixed or (b) a variable alert design.Results from a 3-point Likert scale and post-test semi-structured interviews suggest that variation reduces perceived repetition, supports engagement, and is not perceived as annoying.Our findings indicate that subtle, varied visual cues may be a promising approach to maintain fallback readiness.

Technische Hochschule Ingolstadt (DE)
Openalex Percentile: Top 9%
Human-Automation Interaction and Safety
2.44
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Investigation of Habituation Effects of Visual Variations of Cues to the Fallback-Driver for Automated Level 3 Vehicles — Michael A. Gerber, Andreas Riener, et al. · (2025) | TGRS Research Map | TGRS