混合自治交通流下“白相位”对交叉口性能的影响

Ramin Niroumand, Mehrdad Tajalli, L. Hajibabai, Ali Hajbabaie
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引用次数: 8

摘要

本研究探讨了“白相位”对隔离信号交叉口性能的影响。在白色阶段,联网自动驾驶车辆(CAV)控制通过十字路口的交通流量,而联网人工驾驶车辆(CHV)跟随前面的车辆(CAV或CHV)。交通控制器通过确定1)绿白相间阶段的顺序和持续时间,以及2)白相间阶段自动驾驶汽车的行驶轨迹,来保证车辆在交叉路口的无碰撞运动。白色阶段可以同时分配给冲突的动作。我们将该问题表述为一个混合整数非线性规划(MINLP),并使用渐退地平线算法求解。采用五种不同CAV市场渗透率的两种需求模式,评估了隔离路口白色相位对交通和安全的影响。每个案例研究都用三种不同的控制场景进行测试:1)无白阶段,2)只有白阶段,以及3)最佳白阶段激活(白色,绿色和红色阶段的组合)。结果表明,在保持相同安全水平的情况下,白色相位显著改善了交叉口性能。
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The Effects of the “White Phase” on Intersection Performance with Mixed-Autonomy Traffic Stream
This study investigates the effects of the “white phase” on the performance of isolated signalized intersections. During the white phase, connected automated vehicles (CAV) control traffic flow through an intersection, and connected human-driven vehicles (CHV) follow their front vehicle (either CAV or CHV). Traffic controller ensures collision-free movement of vehicles through the intersection by determining 1) the sequence and duration of phases (green and white) and 2) trajectory of CAVs during white phases. White phases can be assigned to conflicting movements simultaneously. We have formulated this problem as a mixed-integer non-linear program (MINLP) and solved it using a receding horizon algorithm. Two demand patterns with five different CAV market penetration rates are used to evaluate the effects of the white phase on mobility and safety in an isolated intersection. Each case study is tested with three different control scenarios: 1) No-white-phase, 2) white-phase-only, and 3) optimal-white-phase activation (combination of white, green, and red phases). The results indicate that the white phase yields significant improvement in intersection performance while maintaining the same safety level.
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