华南理工大学学报(自然科学版) ›› 2014, Vol. 42 ›› Issue (11): 70-77.doi: 10.3969/j.issn.1000-565X.2014.11.011

• 汽车工程 • 上一篇    下一篇

基于线性扩张状态观测器的平行泊车路径跟踪

王健1 赵又群1† 季学武2 刘亚辉2 臧利国1   

  1. 1.南京航空航天大学 能源与动力学院,江苏 南京 210016; 2.清华大学 汽车安全与节能国家重点实验室,北京 100084
  • 收稿日期:2014-03-21 修回日期:2014-09-17 出版日期:2014-11-25 发布日期:2014-11-17
  • 通信作者: 赵又群(1968-),男,博士,教授,博士生导师,主要从事汽车动力学研究. E-mail:yqzhao@nuaa.edu.cn
  • 作者简介:王健(1986-),男,博士生,主要从事智能驾驶、主动安全研究.E-mail:wangjian1987228@163.com
  • 基金资助:

    国家自然科学基金资助项目(11072106, 51005133, 51375009)

Path Tracking for Parallel Parking Based on Linear Extended State Observer

Wang Jian1 Zhao You- qun1 Ji Xue- wu2 Liu Ya- hui2 Zang Li- guo1   

  1. 1.College of Energy and Power Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,Jiangsu,China; 2.State Key Laboratory of Automotive Safety and Energy,Tsinghua University,Beijing 100084,China
  • Received:2014-03-21 Revised:2014-09-17 Online:2014-11-25 Published:2014-11-17
  • Contact: 赵又群(1968-),男,博士,教授,博士生导师,主要从事汽车动力学研究. E-mail:yqzhao@nuaa.edu.cn
  • About author:王健(1986-),男,博士生,主要从事智能驾驶、主动安全研究.E-mail:wangjian1987228@163.com
  • Supported by:

    国家自然科学基金资助项目(11072106, 51005133, 51375009)

摘要: 为了消除外界干扰和转向系统运动学模型的不确定性的影响,建立了平行泊车 系统的车辆运动学模型,设计了一个三阶线性扩张状态观测器,该观测器可将外界干扰和模型不确定性看作系统总的扰动量进行观测和补偿,而不需要建立被控对象的精确数学模型.基于该观测器,设计了平行泊车路径跟踪控制器,并对其性能进行了仿真和实车验证.仿真结果表明,所设计的平行泊车路径跟踪控制器的控制效果优于传统 PID 控制器,抗外界干扰能力更强.实车试验结果表明,该路径跟踪控制器能够精确控制车辆完成平行泊车任务,最大误差仅为0.111m.

关键词: 路径跟踪, 线性扩张状态观测器, 平行泊车, 补偿控制, 干扰抑制

Abstract:

In order to eliminate the external disturbance and remove the influence of the uncertainty of the steering system kinematics model,a vehicle kinematics model of parallel parking system is constructed and a third- order li- near extended state observer is designed.The observer takes the external disturbance and the model uncertainty for a total disturbance to observe and compensate without building the accurate mathematical model of controlled ob- jects.Based on this observer,a path- tracking controller is established for parallel parking and its control perfor- mance is verified by a simulation and a real vehicle test.Simulation results show that the proposed path- tracking controller shows a better performance and a stronger ability to resist the external disturbance in comparison with those of the traditional PID controller.The real vehicle test results show that the proposed path- tracking controller can control vehicles to finish parallel parking tasks precisely with a maximum error of only 0.111m.

Key words: path tracking, linear extended state observer, parallel parking, compensation control, disturbance rejection