Collision-avoidance steering control for autonomous vehicles using fast non-singular terminal sliding mode

Zhe Sun, Jiayang Zou, Guangqi Xu, Defeng He, Wei Zhu
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Abstract

In this paper, a fast nonsingular terminal sliding mode (FNTSM) control scheme is developed for autonomous vehicles' collision-avoidance steering control. First, a vehicle kinematic-and-dynamic model is established to describe the vehicle's fundamental lateral dynamics in path-tracking behavior. Afterwards, an FNTSM controller is designed, where the control system's stability is proved by means of Lyapunov. Finally, MATLAB-Carsim co-simulations are carried out for the aim of testing the control performance. Simulation results illustrate that the proposed FNTSM control algorithm possesses remarkable superiority reflected in higher tracking precision, faster convergence rate, and stronger robustness in comparison with a nonsingular terminal sliding mode (NTSM) controller and a conventional sliding mode (CSM) controller.
基于快速非奇异终端滑模的自动驾驶汽车避碰转向控制
针对自动驾驶汽车的避碰转向控制问题,提出了一种快速非奇异终端滑模控制方案。首先,建立了车辆的运动学和动力学模型来描述车辆在路径跟踪行为中的基本横向动力学。然后,设计了FNTSM控制器,并用李雅普诺夫方法证明了控制系统的稳定性。最后,进行了MATLAB-Carsim联合仿真,对控制性能进行了测试。仿真结果表明,与非奇异终端滑模(NTSM)控制器和常规滑模(CSM)控制器相比,所提出的FNTSM控制算法具有跟踪精度高、收敛速度快、鲁棒性强等显著优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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