面向自动驾驶汽车路径跟踪的容错转向控制设计

A. Fekih, Darlene Devariste
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引用次数: 7

摘要

针对自动驾驶汽车在执行器故障情况下的自动转向问题,提出了一种基于模型参考的前瞻性自适应控制器。在自适应诊断观测器检测故障后,该控制器自适应地改变控制技术以补偿执行器有效性的损失。将该方法应用于一辆在刚性方波路面上行驶的地面车辆,在不同的转向执行器故障情况下进行了仿真。总体方案的简单性、系统从故障中恢复的速度和故障条件下良好的跟踪性能是该方法的主要优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A fault-tolerant steering control design for automatic path tracking in autonomous vehicles
In this paper, a model reference based adaptive controller with look-ahead technology is proposed for the automatic steering of autonomous vehicles in the presence of actuator faults. Following fault detection by an adaptive diagnostic observer, the proposed controller adaptively changes the control technique to compensate for the loss of actuator effectiveness. The proposed method was applied to a ground vehicle following a rigid square wave shaped road under different faulty conditions in the steering actuator. Simplicity of the overall scheme, the speed by which the system is able to recover from the fault and excellent tracking performance under faulty conditions are the main positive features of the proposed approach.
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