Learning Car-Following Behaviors for a Connected Automated Vehicle System: An Improved Sequence-to-Sequence Deep Learning Model

Data-driven car-following modeling is of great significance to traffic behavior analysis and the development of connected automated vehicle (CAV) technology. The existing researches focus on reproducing the car-following process by capturing the behavior of the host vehicle using the information of...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	IEEE Access
المؤلفون الرئيسيون:	Wenqi Lu, Ziwei Yi, Bingjie Liang, Yikang Rui, Bin Ran
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	IEEE 2023-01-01
الموضوعات:	Car-following modeling improved sequence-to-sequence model information flow topology gated recurrent unit neural network connected automated vehicle
الوصول للمادة أونلاين:	https://ieeexplore.ieee.org/document/10041142/

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