基于有限状态机的应急车道保持系统自适应控制的实现

Jun Liang, Yanding Yang, Xiaolin Zhu, Kai Sheng
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引用次数: 0

摘要

紧急车道保持(ELK)是车道支持系统主动介入的功能,可以避免或减少相邻车道上其他迎面而来或超车车辆的碰撞风险。本文首先设计了有限状态机(FSM)来管理ELK系统的可用性和激活状态。然后提出了一种有效的控制系统,包括自适应反馈控制器和自适应前馈控制器,以保证ELK系统的优异性能。反馈控制器通过事先考虑方向盘角度、偏航速度、横向加速度等必要因素,以航向角和位置偏移作为综合控制目标,使车辆在要求的区域内具有鲁棒性地行驶。前馈控制器根据前置摄像头观察到的道路曲率,引导车辆在急转弯的情况下有效快速地响应转向需求。最后,通过仿真验证了该系统在ENCAP中为ELK系统定义的场景下的有效性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Realization of Emergency Lane Keeping System by Adaptive Control based on the Finite State Machine
Emergency lane keeping (ELK) is the function of actively intervening Lane Support Systems, which can avoid or decrease collision risks to other oncoming or overtaking vehicles in the adjacent lane. In this paper, firstly a finite state machine (FSM) is designed to manage the availability and activation states for the ELK system. Then an effective control system, including both the adaptive feedback controller and adaptive feedforward controller, is proposed to ensure the excellent performance of ELK system. By considering the steering wheel angle, yaw velocity, lateral acceleration and other necessary factors in advance, the feedback controller takes heading angle and offset of position as the comprehensive control objective so that the vehicle can drive in the required area with robustness. Based on the road curvature observed by the front camera, the feedforward controller can lead the vehicle to respond the steering demand effectively and quickly even in the case of a sharp turn. Finally, a simulation is provided to prove the effectiveness and benefits of the proposed system for scenarios that defined in the ENCAP for the ELK system.
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