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A novel distributed cooperative approach for mixed platoon consisting of connected and automated vehicles and human-driven vehicles

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  • Chen, Jianzhong
  • Liang, Huan
  • Li, Jing
  • Xu, Zhaoxin

Abstract

Connected and automated vehicles (CAVs) have the advantages of improving road safety, enhancing road utilization and reducing exhaust emissions. The CAVs will coexist with human-driven vehicles (HDVs) on the road for a longer period of time. This paper proposes a novel model to mimic the mixed platoon on basic freeway sections. An adaptive control model based on multi-agent system is proposed to model CAVs using vehicle-to-vehicle (V2V) communication, and a similar form car-following model is utilized to describe HDVs. The adaptive consensus control and a more flexible, effective and practical spacing policy are embedded into the CAVs control model. Then a unified platoon model is established for the mixed platoon and a distributed cooperative approach is presented. We derive the stability conditions of the mixed platoon system. The performance of the mixed platoon model is numerically tested and verified under different scenarios such as different penetration rates of HDVs, different vehicle orders and different reaction-time delays of drivers.

Suggested Citation

  • Chen, Jianzhong & Liang, Huan & Li, Jing & Xu, Zhaoxin, 2021. "A novel distributed cooperative approach for mixed platoon consisting of connected and automated vehicles and human-driven vehicles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 573(C).
    • Handle: RePEc:eee:phsmap:v:573:y:2021:i:c:s0378437121002119
    DOI: 10.1016/j.physa.2021.125939
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    References listed on IDEAS

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    1. Yao, Zhihong & Hu, Rong & Wang, Yi & Jiang, Yangsheng & Ran, Bin & Chen, Yanru, 2019. "Stability analysis and the fundamental diagram for mixed connected automated and human-driven vehicles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 533(C).
    2. Jianzhong Chen & Zhongke Shi & Yanmei Hu, 2012. "Stabilization Analysis Of A Multiple Look-Ahead Model With Driver Reaction Delays," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 23(06), pages 1-16.
    3. Chen, Danjue & Ahn, Soyoung & Chitturi, Madhav & Noyce, David A., 2017. "Towards vehicle automation: Roadway capacity formulation for traffic mixed with regular and automated vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 100(C), pages 196-221.
    4. Zhou, Yang & Ahn, Soyoung & Wang, Meng & Hoogendoorn, Serge, 2020. "Stabilizing mixed vehicular platoons with connected automated vehicles: An H-infinity approach," Transportation Research Part B: Methodological, Elsevier, vol. 132(C), pages 152-170.
    5. Gong, Siyuan & Du, Lili, 2018. "Cooperative platoon control for a mixed traffic flow including human drive vehicles and connected and autonomous vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 116(C), pages 25-61.
    6. Jin, Shuang & Sun, Di-Hua & Zhao, Min & Li, Yang & Chen, Jin, 2020. "Modeling and stability analysis of mixed traffic with conventional and connected automated vehicles from cyber physical perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 551(C).
    7. Yu, Shaowei & Fu, Rui & Guo, Yingshi & Xin, Qi & Shi, Zhongke, 2019. "Consensus and optimal speed advisory model for mixed traffic at an isolated signalized intersection," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 531(C).
    8. Chang, Xin & Li, Haijian & Rong, Jian & Zhao, Xiaohua & Li, An’ran, 2020. "Analysis on traffic stability and capacity for mixed traffic flow with platoons of intelligent connected vehicles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 557(C).
    9. Zhu, Wen-Xing & Zhang, H.M., 2018. "Analysis of mixed traffic flow with human-driving and autonomous cars based on car-following model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 496(C), pages 274-285.
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    Cited by:

    1. Wu, Yuanyuan & Wang, David Z.W. & Zhu, Feng, 2022. "Influence of CAVs platooning on intersection capacity under mixed traffic," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 593(C).
    2. Li, Chao & Zhao, Xiaomei & Xie, Dongfan, 2022. "Steady-state performance and dynamic performance of heterogeneous platoons under a connected environment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 599(C).
    3. Yang, Yichen & Li, Zuxing & Li, Yabin & Cao, Tianyu & Li, Zhipeng, 2023. "Stability enhancement for traffic flow via self–stabilizing control strategy in the presence of packet loss," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 622(C).
    4. Chen, Jianzhong & Li, Jing & Xu, Zhaoxin & Wu, Xiaobao, 2022. "Cooperative optimal control for connected and automated vehicles platoon," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 607(C).

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