Vehicle lateral control using a robust tracking controller based on vision look ahead system

M. G. Skarpetis, F. Koumboulis, P. Papanikolaou
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引用次数: 4

Abstract

The problem of controlling the motion of a vehicle entering a desired path with specific road curvature, is studied using a robust PI type controller. The lateral error of the vehicle from a desired path is measured using a look-ahead vision system. Using measurements from the vision system and the vehicle variables a robust controller is computed via a recursive algorithm based on the results of Hurwitz invariability combined with simulated annealing algorithms. The effectiveness of the robust controller is illustrated through simulations for an unknown road curvature (unknown step type disturbance) and for a wide range of physical uncertainties (longitudinal velocity, vehicle mass, vision systems look ahead distance and wheels cornering stiffness). Furthermore, using a X-Y graph the vehicle path following for an unknown road profile is illustrated.
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车辆横向控制采用基于鲁棒跟踪控制器的视觉前视系统
研究了一种鲁棒PI型控制器控制具有特定曲率的车辆进入期望路径的运动问题。车辆与期望路径的横向误差是使用前视视觉系统测量的。利用视觉系统和车辆变量的测量数据,通过基于Hurwitz不变性的递归算法结合模拟退火算法计算出鲁棒控制器。通过对未知道路曲率(未知阶跃型扰动)和大范围物理不确定性(纵向速度、车辆质量、视觉系统前瞻距离和车轮转弯刚度)的仿真,说明了鲁棒控制器的有效性。此外,使用X-Y图说明了未知道路轮廓的车辆路径跟随。
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