Accomplishing safe and efficient driving is one of the predominant challenges in the controller design of connected automated vehicles (CAVs). It is often more convenient to address these goals separately and integrate the resulting controllers. In this study, we propose a controller integration scheme to fuse performance-based controllers and safety-oriented controllers safely for the longitudinal motion of a CAV. The resulting structure is compatible with a large class of controllers, and offers flexibility to design each controller individually without affecting the performance of the others. We implement the proposed safe integration scheme on a connected automated truck using an optimal-in-energy controller and a safety-oriented connected cruise controller. We validate the premise of the safe integration through experiments with a full-scale truck in two scenarios: a controlled experiment on a test track and a real-world experiment on a public highway. In both scenarios, we achieve energy efficient driving without violating safety.
翻译:实现安全和高效驾驶是连接的自动车辆控制设计的主要挑战之一。单独处理这些目标和将由此产生的控制器整合起来往往更为方便。在本研究中,我们提议一个控制器集成计划,安全地装配基于性能的控制器和安全导向的控制器,以便供委员会纵向运动使用。由此形成的结构与一大批控制器兼容,并提供了在不影响其他控制器性能的情况下个别设计每个控制器的灵活性。我们实施了拟议的安全集成计划,即使用最佳能源控制器和安全导向的巡航控制器,对连接的自动卡车实施安全集成计划。我们通过在两种情况下与全面卡车进行试验来验证安全整合的前提:在测试轨道上进行有控制的实验,在公共高速公路上进行现实世界试验。在这两种情况下,我们都能在不侵犯安全的情况下实现节能驾驶。