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An Integrated Longitudinal and Lateral Vehicle Following Control System With Radar and Vehicle-to-Vehicle Communication

机译:具有雷达和车对车通信功能的纵向和横向一体化车辆跟踪控制系统

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摘要

A control framework adopting the on-board radar sensor and vehicle-to-vehicle (V2V) communication has been developed to fulfill the automated vehicle following in the longitudinal and lateral directions. First, a linear feedforward and feedback controller constrained by the string stability is designed to follow the velocity of the preceding vehicle and ensure a safe inter-vehicle distance. Then, a path estimation method is proposed to calculate the trajectory of the preceding vehicle based on its historical movement data transmitted by V2V. The model predictive control method is applied to regulate the steering angle of the front wheel. Furthermore, the robustness and adaptability of the proposed method are validated by simulations and tests under several driving conditions. The results indicate that the proposed method shows the reliable performance to realize the longitudinal and lateral vehicle following only by radar and V2V, independent of high-accuracy positioning system and road marking, and is promising to expand available areas of automated vehicle platooning.
机译:已经开发了一种采用车载雷达传感器和车对车(V2V)通信的控制框架,以实现自动驾驶汽车在纵向和横向上的跟踪。首先,设计一个受线串稳定性约束的线性前馈和反馈控制器,以跟随前车的速度并确保安全的车距。然后,提出了一种路径估计方法,以基于V2V传输的历史车辆的历史数据来计算其在前车辆的轨迹。应用模型预测控制方法来调节前轮的转向角。此外,通过在多种驾驶条件下的仿真和测试,验证了该方法的鲁棒性和适应性。结果表明,所提出的方法显示了仅依靠雷达和V2V就能实现纵向和横向车辆跟踪的可靠性能,独立于高精度定位系统和道路标记,并有望扩展自动车辆排的可用区域。

著录项

  • 来源
    《IEEE Transactions on Vehicular Technology》 |2019年第2期|1116-1127|共12页
  • 作者单位

    Beijing Inst Technol, Beijing Collaborat & Innovat Ctr Elect Vehicle, Beijing 100081E, Peoples R China|Beijing Inst Technol, Sch Mech Engn, Beijing 100081E, Peoples R China;

    Beijing Inst Technol, Beijing Collaborat & Innovat Ctr Elect Vehicle, Beijing 100081E, Peoples R China|Beijing Inst Technol, Sch Mech Engn, Beijing 100081E, Peoples R China;

    Beijing Inst Technol, Beijing Collaborat & Innovat Ctr Elect Vehicle, Beijing 100081E, Peoples R China|Beijing Inst Technol, Sch Mech Engn, Beijing 100081E, Peoples R China;

    Beijing Inst Technol, Beijing Collaborat & Innovat Ctr Elect Vehicle, Beijing 100081E, Peoples R China|Beijing Inst Technol, Sch Mech Engn, Beijing 100081E, Peoples R China;

    Beijing Inst Technol, Beijing Collaborat & Innovat Ctr Elect Vehicle, Beijing 100081E, Peoples R China|Beijing Inst Technol, Sch Mech Engn, Beijing 100081E, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Automated driving; connected vehicle; intelligent transportation system; predictive control; vehicle following control;

    机译:自动驾驶;联网车辆;智能运输系统;预测控制;车辆跟踪控制;
  • 入库时间 2022-08-18 04:12:10

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