Study on the Take-over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods

Study on the Take-over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods

Level 3 autonomous vehicles require conditional autonomous driving in which autonomous and manual driving are alternately performed; whether the driver can resume manual driving within a limited time should be examined. This study investigates whether the demographics and subjective driving tendenci...

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Bibliographic Details
Main Authors: Hyunsuk Kim, Woojin Kim, Jungsook Kim, Seung-Jun Lee, Daesub Yoon, Oh-Cheon Kwon, Cheong Hee Park
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2023-02-01
Series:ETRI Journal
Subjects:
autonomous driving
driving tendency
k-nearest neighborhood
take-over performance
take-over request
Online Access:https://doi.org/10.4218/etrij.2021-0241

Internet

https://doi.org/10.4218/etrij.2021-0241

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