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Title:

Effects of Individual Vehicle Differences on Advanced Driver-Assist System Takeover Alert Behavior

Accession Number:

01764212

Record Type:

Component

Availability:

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Order URL: http://worldcat.org/issn/03611981

Abstract:

Disengagement of advanced driver-assist systems (ADAS) has significant safety implications in partially automated vehicles where drivers may not be paying attention; this requires rigorous testing to ensure vehicles can safely transfer control to drivers. Existing testing and regulation on this topic are minimal, and do not address the role of difficult-to-measure but potentially important variables relating to individual vehicle differences or variations in environmental conditions. This study assessed variability in takeover alerting performance in three Model 3 Tesla vehicles in a demanding driving setting on a closed track. Results revealed that once an alerting sequence had begun, the ADAS systems performed as designed, but the vehicles were highly variable in the timing of alert initiation following the loss of lane marking tracking. In addition, luminosity and sun angle were found to potentially have a role in alert initiation, but dashboard-mounted cameras may be insufficient for measuring variations in atmospheric brightness. We recommend that future work studies brightness, as well as more comprehensive sampling guidelines for vehicle test protocols to ensure differences are adequately considered.

Supplemental Notes:

Benjamin Bauchwitz https://orcid.org/0000-0003-4672-0233 © National Academy of Sciences: Transportation Research Board 2022.

Report/Paper Numbers:

TRBAM-21-03139

Language:

English

Authors:

Bauchwitz, Benjamin

ORCID 0000-0003-4672-0233

Cummings, Mary

ORCID 0000-0003-2557-6930

Pagination:

pp 489-499

Publication Date:

2022-5

Serial:

Transportation Research Record: Journal of the Transportation Research Board

Volume: 2676
Issue Number: 5
Publisher: Sage Publications, Incorporated
ISSN: 0361-1981
EISSN: 2169-4052
Serial URL: http://journals.sagepub.com/home/trr

Media Type:

Web

Features:

Figures; References (38) ; Tables

Identifier Terms:

Subject Areas:

Highways; Safety and Human Factors; Vehicles and Equipment

Files:

TRIS, TRB, ATRI

Created Date:

Dec 23 2020 11:22AM