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Intersection Management for Autonomous Vehicles using Cooperative Adaptive Cruise Control Systems

机译:使用自适应自适应巡航控制系统的自动驾驶车辆交叉口管理

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One of the expected features for the automated vehicles in the near future is CooperativeAdaptive Cruise Control (CACC) systems. CACC systems are one of the main applications forthe connected vehicles initiative of the USDOT for providing better connectivity, safety andefficient mobility in transportation. It is expected in the future that many (or most) of the vehicleswill be fully automated; thus the movements of these vehicles can be optimized. Accordingly,this paper presents a new tool for optimizing the movements of autonomous vehicles throughintersections: iCACC (intersection management using CACC). The iCACC controller controlsvehicle trajectories entering an intersection to avoid collisions while minimizing the intersectiondelay. In order to validate the proposed algorithm, four intersection control scenarios wereanalyzed, namely: a traffic signal, an all-way stop control (AWSC), a roundabout, and the iCACCcontroller, considering different traffic demand levels ranging from a volume-to-capacity ratio of0.27 to 0.91. Two measures of effectiveness were considered: average vehicle delay and fuelconsumption. The simulated results showed savings in delay and fuel consumption of the order of90 and 45 percent, respectively compared to AWSC and traffic signal control. Delays for theroundabout and the iCACC controller were comparable. The simulation results showed that fuelconsumption for the iCACC controller was, on average, 33%, 45% and 11% lower than the fuelconsumption for the traffic signal control, AWSC and roundabout scenarios, respectively.
机译:在不久的将来,自动驾驶汽车的预期功能之一就是协作 自适应巡航控制(CACC)系统。 CACC系统是以下方面的主要应用之一 USDOT的联网车辆计划,旨在提供更好的连接性,安全性和 运输中的高效机动性。预计将来会有很多(或大多数)车辆 将完全自动化;因此,可以优化这些车辆的运动。因此, 本文提出了一种新工具,可通过以下方式优化自动驾驶汽车的行驶 交叉口:iCACC(使用CACC的交叉口管理)。 iCACC控制器控制 进入交叉路口的车辆轨迹可避免碰撞,同时最大程度地减少交叉路口 延迟。为了验证该算法的有效性,提出了四种交叉路口控制方案。 进行分析,即:交通信号灯,全向停车控制(AWSC),环形交叉路口和iCACC 控制器,考虑不同的流量需求级别,范围从 0.27至0.91。考虑了两个有效性指标:平均车辆延误和燃油 消耗。模拟结果表明,在延误和燃油消耗方面节省了大约 与AWSC和交通信号控制相比,分别降低了90%和45%。延误 回旋处和iCACC控制器具有可比性。仿真结果表明,燃料 iCACC控制器的油耗平均比燃油低33%,45%和11% 分别用于交通信号控制,AWSC和环岛情景。

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