Dynamic Drifting Control for General Path Tracking of Autonomous Vehicles

控制理论(社会学) 控制器(灌溉) 执行机构 计算机科学 车辆动力学 路径(计算) 控制工程 工程类 控制(管理) 汽车工程 人工智能 农学 生物 程序设计语言
作者
Guoying Chen,Xuanming Zhao,Zhenhai Gao,Min Hua
出处
期刊:IEEE transactions on intelligent vehicles [Institute of Electrical and Electronics Engineers]
卷期号:8 (3): 2527-2537 被引量:21
标识
DOI:10.1109/tiv.2023.3235007
摘要

Taking full advantage of tire saturation in high sideslip drifting maneuvers can substantially improve the handling limits of autonomous vehicles. However, most singular motion control methods in conventional drifting controllers have been conducted, which cannot meet general driving needs. In this article, a hierarchical dynamic drifting controller (HDDC) is designed under both drifting maneuvers and typical cornering maneuvers to uniformly track the general path within and beyond stability limits. Specifically, the HDDC includes the path tracking layer, vehicle motion control layer, and actuator regulating layer. The first layer is designed to achieve accurate path tracking and generate the desired states, and it is algorithmically adaptable and confirmed by MPC and LQR. The second layer is proposed to integrate drifting and typical cornering control by the dynamic drifting inverse model. The third layer can achieve the steering system and wheel speed control to satisfy corresponding commands. Ultimately, the real-time performance of the controller is verified by the ECU hardware-in-the-loop platform. The results with MPC-HDDC and LQR-HDDC show that the HDDC can achieve integrated control of drifting and typical cornering maneuvers and possess high tracking accuracy.
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