Integrated Four-Wheel Steering and Direct Yaw-Moment Control for Autonomous Collision Avoidance on Curved Road

IF 0.6 Q4 TRANSPORTATION SCIENCE & TECHNOLOGY
Fei Lai
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引用次数: 0

Abstract

An automatic collision avoidance control method integrating optimal four-wheel steering (4WS) and direct yaw-moment control (DYC) for autonomous vehicles on curved road is proposed in this study. Optimal four-wheel steering is used to track a predetermined trajectory, and DYC is adopted for vehicle stability. Two single lane change collision avoidance scenarios, i.e., a stationary obstacle in front and a moving obstacle at a lower speed in the same lane, are constructed to verify the proposed control method. The main contributions of this article include (1) a quintic polynomial lane change trajectory for collision avoidance on curved road is proposed and (2) four different kinds of control method for autonomous collision avoidance, namely 2WS, 2WS+DYC, 4WS, and 4WS+DYC, are compared. In the design of DYC controller, two different feedback control methods are adopted for comparison, i.e., sideslip angle feedback and yaw rate feedback. The simulation results demonstrate significant improvements in the path tracking performance and stability of the 4WS+DYC control system compared to other control systems. Furthermore, the performance of the DYC control system with yaw rate feedback outperforms that of the DYC control system with sideslip angle feedback.
集成四轮转向和直接偏航力矩控制,实现弯道上的自主避撞
本研究提出了一种自动避撞控制方法,该方法集成了最优四轮转向(4WS)和直接偏航时刻控制(DYC),适用于曲线道路上的自动驾驶车辆。优化四轮转向用于跟踪预定轨迹,而直接偏航力矩控制用于保证车辆稳定性。为了验证所提出的控制方法,构建了两个单一的变道防撞场景,即前方有静止障碍物和同一车道上有速度较低的移动障碍物。本文的主要贡献包括:(1) 提出了曲线道路防撞的五次多项式变道轨迹;(2) 比较了四种不同的自主防撞控制方法,即 2WS、2WS+DYC、4WS 和 4WS+DYC。在设计 DYC 控制器时,比较采用了两种不同的反馈控制方法,即侧滑角反馈和偏航率反馈。仿真结果表明,与其他控制系统相比,4WS+DYC 控制系统在路径跟踪性能和稳定性方面有明显改善。此外,采用偏航率反馈的 DYC 控制系统的性能优于采用侧倾角反馈的 DYC 控制系统。
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来源期刊
SAE International Journal of Commercial Vehicles
SAE International Journal of Commercial Vehicles TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
1.80
自引率
0.00%
发文量
25
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