论文标题

对自动驾驶汽车和互联车辆车队的强大横向控制有限的预览

Robust Lateral Control of a Convoy of Autonomous & Connected Vehicles with Limited Preview

论文作者

Liu, Mengke, Somisetty, Neelkamal, Rathinam, Sivakumar, Darbha, Swaroop

论文摘要

本文介绍了在紧急车道更换(ELC)操作期间自动驾驶汽车(ACV)车队的横向控制。这些操作是根据车队前后的紧急提示启动的,响应避免障碍或促进其他车辆的经过的需求。这项研究的主要目的是根据可用信息为ACV开发横向控制方案。这项研究中的基本假设是ACV之间存在可靠的连通性,其中每个随后的ACV都有有关铅的GPS位置痕迹的信息,并且在车队内的车辆之前又有车辆。这种连接有助于构建复合ELC轨迹,该轨迹综合了此信息,作为要跟踪的轨迹的“离散”预览。程序步骤包括构建此复合轨迹,确定相对于它的交叉轨道误差,标题和偏航率误差,并随后制定了横向控制策略。此外,本文提出了有关ACV车队在各种情况下的横向弦稳定性的发现,其中包括纵向速度和不可用的领先车辆信息的纵向变化。数值和实验结果验证了ACV车队提出的侧向控制方案的功效。

This paper addresses the lateral control of Autonomous & Connected Vehicles (ACVs) convoys during Emergency Lane Change (ELC) maneuvers. These maneuvers are initiated in response to emergency cues from either the front or rear of the convoy, responding to the need to avoid obstacles or facilitate the passage of other vehicles. The primary objective of this study is to develop a lateral control scheme for ACVs based on the available information. The foundational assumption in this study is the existence of reliable connectivity among ACVs, wherein each subsequent ACV possesses information concerning the GPS position traces of both the lead and immediately preceding vehicles within the convoy. This connectivity facilitates the construction of a composite ELC trajectory that synthesizes this information, serving as a "discretized" preview of the trajectory to be tracked. The procedural steps include constructing this composite trajectory, determining cross-track error, heading, and yaw rate errors relative to it, and subsequently formulating a lateral control strategy. Furthermore, the paper presents findings on the lateral string stability of ACV convoys across various scenarios, encompassing changes in longitudinal velocity and scenarios where lead vehicle information is unavailable. Numerical and experimental results validate the efficacy of the proposed lateral control scheme for ACV convoys.

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