汽车工程 ›› 2022, Vol. 44 ›› Issue (7): 1027-1039.doi: 10.19562/j.chinasae.qcgc.2022.07.009

所属专题: 智能网联汽车技术专题-规划&控制2022年

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全自动泊车系统路径跟随控制策略

张书恺,陈慧(),刘美岑   

  1. 同济大学汽车学院,上海  201804
  • 收稿日期:2021-12-14 修回日期:2022-01-14 出版日期:2022-07-25 发布日期:2022-07-20
  • 通讯作者: 陈慧 E-mail:hui-chen@tongji.edu.cn

Control Method of Path Following for Automatic Parking System

Shukai Zhang,Hui Chen(),Meicen Liu   

  1. School of Automotive Studies,Tongji University,Shanghai  201804
  • Received:2021-12-14 Revised:2022-01-14 Online:2022-07-25 Published:2022-07-20
  • Contact: Hui Chen E-mail:hui-chen@tongji.edu.cn

摘要:

本文中基于微分平坦理论的泊车路径跟随方法,将车辆与路径参考点之间的误差进行横纵向解耦,并利用与横纵向误差相对应的控制器进行控制,使得车辆能够以更高精度跟随沿路径移动的参考点,最终完成对整个泊车路径更高精度的跟随。纵向控制上,提出有效距离积分方法,并设定纵向误差修正规则,从而最大程度确保参考点与车辆之间的误差为可受横向控制的横向误差;横向控制上,采用线性二次调节器(LQR),通过将路径曲率变化率与可以加速横向误差衰减的α因子建立联系,使得车辆在定曲率与变曲率路径处均能高精度跟随参考点。仿真对比结果与实车实验结果表明,改进后的横纵向路径跟随控制策略可以使全过程更高精度跟随参考点,最终完成整条路径的更高精度跟随。

关键词: 自动泊车, 路径跟随, 横纵向解耦, 微分平坦

Abstract:

In this paper, the parking path following method based on the differential flatness theory decouples the error between the vehicle and the path reference point horizontally and longitudinally, and uses the controller corresponding to the horizontal and longitudinal error to control, so that the vehicle can follow the reference point moving with the path more accurately and finally realize more accurate following of the whole parking path. For longitudinal control, integration of effective distance is proposed and the longitudinal error correction rules are set, so as to ensure that the error between the reference point of the vehicle is the transverse error that can be controlled laterally to the largest extent. For lateral control, linear quadratic regulator (LQR) is used. And the relationship between curvature changing rate and decay factor α, which can accelerate the damping of lateral error, is established to make the vehicle follow the reference point accurately when the curvature of the path changes or not. Simulations and real-vehicle tests show that the improved transverse and longitudinal path following control strategy can make the whole process follow the reference point more accurately and realize more accurate path following.

Key words: automatic parking, path following, lateral and longitudinal decoupling, differential flatness