基于控制分配自适应滑模控制的四轮转向自动驾驶汽车路径跟踪控制

Yonghwan Jeong
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引用次数: 0

摘要

提出了一种四轮转向自动驾驶汽车的路径跟踪控制算法。该控制器采用直接偏航力矩控制方法对自动驾驶车辆进行路径跟踪。路径跟踪算法由三部分组成:期望偏航率决定、自适应滑模控制和控制分配。根据参考路径和车辆位置之间的几何关系确定了所需的偏航率。采用自适应滑模控制方法补偿线性轮胎模型假设,确定了跟踪期望偏航率所需的偏航矩。由于四轮转向车辆是一个过度驱动系统,因此引入了基于优化的控制分配来分别确定前轮和后轮转向输入,同时考虑了控制努力、执行器限制、乘坐舒适性和车身滑移。通过仿真研究,比较了采用前转向的基础控制器与所提算法的路径跟踪性能。仿真结果表明,在高曲率陡坡行驶情况下,该系统的路径跟踪性能得到了改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Path Tracking Control for Four-Wheel-Steering Autonomous Vehicles based on Adaptive Sliding Mode Control with Control Allocation
This paper presents a path tracking control algorithm for four-wheel steering autonomous vehicles. The proposed controller utilized the direct yaw moment control approach for path tracking of the autonomous vehicle. The path tracking algorithm consists of three parts, desired yaw-rate decision, adaptive sliding mode control, and control allocation. The desired yaw rate has been determined based on the geometric relationship between a reference path and vehicle position. A required yaw-moment to tracking the desired yaw-rate has been decided by using an adaptive sliding mode control approach to compensate for the linear tire model assumption. Since the four-wheel steering vehicle is an overactuated system, the optimization-based control allocation has been introduced to determine the front and rear-wheel steering inputs, respectively, considering a control effort, actuator limit, ride comfort, and body slip. The simulation study has been conducted to compare the path tracking performance of the base controller using front steering and the proposed algorithm. It has been shown from the simulations that the path tracking performance has been improved in a driving situation with a high curvature and a steep road slope.
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