Human-like car-following modeling based on online driving style recognition

Human-like car-following modeling based on online driving style recognition

Incorporating human driving style into car-following modeling is critical for achieving higher levels of driving automation. By capturing the characteristics of human driving, it can lead to a more natural and seamless transition from human-driven to automated driving. A clustering approach is intro...

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Bibliographic Details
Main Authors: Lijing Ma, Shiru Qu, Lijun Song, Junxi Zhang, Jie Ren
Format: Article
Language:English
Published: AIMS Press 2023-04-01
Series:Electronic Research Archive
Subjects:
driving style
machine learning
car-following model
memory effect
genetic algorithm
string stability
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2023165?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/era.2023165?viewType=HTML

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