A Bayesian Gaussian Mixture Model for Probabilistic Modeling of Car-Following Behaviors

[PDF] arxiv.org

MetaFollower: Adaptable personalized autonomous car following

X Chen, K Chen, M Zhu, HF Yang, S Shen… - … Research Part C …, 2024 - Elsevier
Abstract Car-following (CF) modeling, a fundamental component in microscopic traffic
simulation, has attracted increasing research interest in recent decades. In this study, we …
被引用次数：3 相关文章 所有 5 个版本
[PDF] arxiv.org

Editfollower: Tunable car following models for customizable adaptive cruise control systems

X Chen, X Han, M Zhu, X Chu, PH Tiu, X Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of driving technologies, fully autonomous vehicles have not been widely
adopted yet, making advanced driver assistance systems (ADAS) crucial for enhancing …
被引用次数：4 相关文章 所有 2 个版本
[PDF] arxiv.org

Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression

C Zhang, K Chen, M Zhu, H Yang, L Sun - arXiv preprint arXiv:2404.16023, 2024 - arxiv.org
Learning and understanding car-following (CF) behaviors are crucial for microscopic traffic
simulation. Traditional CF models, though simple, often lack generalization capabilities …
被引用次数：1 相关文章 所有 2 个版本