Automatic Parking Path Planning and Tracking Control Research for Intelligent Vehicles

被引:15
|
作者
Li, Chenxu [1 ]
Jiang, Haobin [1 ]
Ma, Shidian [2 ]
Jiang, Shaokang [1 ]
Li, Yue [1 ]
机构
[1] Jiangsu Univ, Sch Automot & Traff Engn, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Jiangsu Univ, Automot Engn Res Inst, Zhenjiang 212013, Jiangsu, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 24期
基金
中国国家自然科学基金;
关键词
intelligent vehicle; automatic parking system; preview correction; path planning; sliding mode control; path tracking; PARALLEL PARKING; MOBILE ROBOT;
D O I
10.3390/app10249100
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
As a key technology for intelligent vehicles, automatic parking is becoming increasingly popular in the area of research. Automatic parking technology is available for safe and quick parking operations without a driver, and improving the driving comfort while greatly reducing the probability of parking accidents. An automatic parking path planning and tracking control method is proposed in this paper to resolve the following issues presented in the existing automatic parking systems, that is, low degree of automation in vehicle control; lack of conformity between segmented path planning and real vehicle motion models; and low success rates of parking due to poor path tracking. To this end, this paper innovatively proposes preview correction which can be applied to parking path planning, and detects the curvature outliers in the parking path through the preview algorithm. In addition, it is also available for correction in advance to optimize the reasonable parking path. Meanwhile, the dual sliding mode variable structure control algorithm is used to formulate path tracking control strategies to improve the path tracking control effect and the vehicle control automation. Based on the above algorithm, an automatic parking system was developed and the real vehicle test was completed, thus exploring a highly intelligent automatic parking technology roadmap. This paper provides two key aspects of system solutions for an automatic parking system, i.e., parking path planning and path tracking control.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [21] Path planning and path tracking control of unmanned ground vehicles (UGVs)
    Weng, LG
    Song, DY
    [J]. PROCEEDINGS OF THE THIRTY-SEVENTH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2005, : 262 - 266
  • [22] Path planning and tracking control for parallel parking based on clothoid curve
    Zhang, Jia-Xu
    Zhao, Jian
    Shi, Zheng-Tang
    Yang, Xiong
    [J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2020, 50 (06): : 2247 - 2257
  • [23] Parallel Parking Path Planning and Tracking Control Based on Adaptive Algorithms
    Li Maoyue
    Zhou Peng
    He Xiangmei
    Lv Hongyu
    Zhang Hongchun
    [J]. International Journal of Automotive Technology, 2021, 22 : 949 - 965
  • [24] Parallel Parking Path Planning and Tracking Control Based on Adaptive Algorithms
    Li Maoyue
    Zhou Peng
    He Xiangmei
    Lv Hongyu
    Zhang Hongchun
    [J]. INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2021, 22 (04) : 949 - 965
  • [25] Automatic path tracking control of vehicles based on Lyapunov approach
    Zhang, JR
    Xu, SJ
    Rachid, A
    [J]. 2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, : 370 - 374
  • [26] Research on the Trajectory Tracking Control Method of Intelligent Vehicles
    Tang, Chuan-Yin
    Zhao, Yi-Feng
    Zhao, Ya-Feng
    Zhou, Shu-Wen
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2020, 41 (09): : 1297 - 1303
  • [27] Linear model predictive control of automatic parking path tracking with soft constraints
    Ye, Hao
    Jiang, Haobin
    Ma, Shidian
    Tang, Bin
    Wahab, Lukuman
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 16 (03):
  • [28] Path Tracking and Control for Parallel Parking
    Das, Soumyo
    Sheerin, Meer Reshma
    Nair, Sabarish R. P.
    Vora, Prashantkumar B.
    Dey, Rastri
    Sheta, Milankumar A.
    [J]. 2020 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ROBOTICS (ICIPROB 2020, 2020,
  • [29] A Practical Path Planning Strategy for Automatic Parking in Constrained Parking Space
    Lu, Hui
    Xu, Kangxi
    Wang, Huanran
    Qi, Cheng
    Wang, Dazhi
    [J]. PROCEEDINGS OF CHINA SAE CONGRESS 2018: SELECTED PAPERS, 2020, 574 : 991 - 1004
  • [30] Parallel Parking Path Planning and Tracking Control Based on Simulated Annealing Algorithm
    Yu, Leiyan
    Cai, Yongpeng
    Feng, Xiangbo
    Zhou, Yuanxue
    Hu, Zihua
    Tian, Meilan
    Sun, Shaohua
    [J]. INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2024, 25 (04) : 867 - 880