PATH PLANNING BASED ON CLOTHOID FOR AUTONOMOUS VALET PARKING

被引:7
作者
Sui Liyang [1 ,2 ,3 ]
Yu Houyu [1 ,2 ,3 ]
Chen Xuezhi [1 ,2 ,3 ]
Jia Changhao [1 ,2 ,3 ]
Huang Miaohua [1 ,2 ,3 ]
机构
[1] Wuhan Univ Technol, Hubei Key Lab Adv Technol Automot Components, Wuhan 430070, Hubei, Peoples R China
[2] Wuhan Univ Technol, Hubei Collaborat Innovat Ctr Automot Components T, Wuhan 430070, Hubei, Peoples R China
[3] Wuhan Univ Technol, Hubei Res Ctr New Energy & Intelligent Connected, Wuhan 430070, Hubei, Peoples R China
来源
2020 17TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP) | 2020年
关键词
Autonomous valet parking; Path planning; Clothoid; Path tracking;
D O I
10.1109/ICCWAMTIP51612.2020.9317391
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of path planning of the autonomous valet parking can be explained as the planning of a path from the entrance of the parking lot to the parking space. Firstly, by collecting the location information of key nodes in the parking lot, the topological map of the parking lot is defined, which is composed of parking space information and road topological network. Secondly, the reasonable parking space searching path and parking path are planned, and their curvature discontinuity is smoothed. The parking path adopts the C-shaped method, the path of searching for parking spaces adopts the line-arc-line splicing method, and use the clothoid curve to smooth the path. Finally, Stanley path tracking algorithm is used to follow the planned path based on MATLAB to verify the effectiveness of the path planning algorithm. The simulation results show that the proposed algorithm can realize the seamless splicing between the searching path and the parking path, and the planned path can be tracked better.
引用
收藏
页码:389 / 393
页数:5
相关论文
共 50 条
[21]   Autonomous Parking Path Planning Method for Intelligent Vehicles Based on Improved RRT Algorithm [J].
Chen, Jian ;
Ma, Rongqi ;
Lu, Cunhao ;
Deng, Yaoji .
WORLD ELECTRIC VEHICLE JOURNAL, 2025, 16 (07)
[22]   Autonomous Valet Parking Using Camera Switching and Car Headings [J].
Kim W.B. ;
Kim Y.B. ;
Hong Y.M. ;
Hwang S.S. .
Journal of Institute of Control, Robotics and Systems, 2022, 28 (03) :273-279
[23]   A Research on Path Generating and Tracking Algorithm for Auto Valet Parking System Based on Improved Sensor Performance [J].
Heeseok Shin ;
Myeong-Jun Kim ;
Carl Crane ;
Jung-Ha Kim .
Journal of Electrical Engineering & Technology, 2022, 17 :2457-2468
[24]   A Research on Path Generating and Tracking Algorithm for Auto Valet Parking System Based on Improved Sensor Performance [J].
Shin, Heeseok ;
Kim, Myeong-Jun ;
Crane, Carl ;
Kim, Jung-Ha .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2022, 17 (04) :2457-2468
[25]   Towards Dynamic Pricing Based Autonomous Valet Parking Management Under Demand Uncertainty [J].
Hu, Ziyi ;
Cao, Yue ;
Li, Xinyu ;
Ai, Haojun ;
Xu, Lexi ;
Liu, Zhi .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (05) :6196-6211
[26]   Hierarchical Parking Path Planning Based on Optimal Parking Positions [J].
Zhang, Yaogang ;
Chen, Guoying ;
Hu, Hongyu ;
Gao, Zhenhai .
AUTOMOTIVE INNOVATION, 2023, 6 (02) :220-230
[27]   Hierarchical Parking Path Planning Based on Optimal Parking Positions [J].
Yaogang Zhang ;
Guoying Chen ;
Hongyu Hu ;
Zhenhai Gao .
Automotive Innovation, 2023, 6 :220-230
[28]   Adaptive path planning for autonomous parking based on hybrid PSO-GA optimization algorithm [J].
Li, Shengqin ;
Wang, Juncheng ;
Li, Jiahao .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2025,
[29]   Search-Based Path Planning Algorithm for Autonomous Parking: Multi-Heuristic Hybrid A* [J].
Huang, Jihao ;
Liu, Zhitao ;
Chi, Xuemin ;
Hong, Feng ;
Su, Hongye .
2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, :6248-6253
[30]   Autonomous parking path planning and control for unmanned vehicles based on hybrid A* algorithm and MPC algorithm [J].
Zhu, Cheng ;
Luo, Qin ;
Xie, Kangyu ;
Cao, Wenbin .
2024 5TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING, ICAICE, 2024, :1143-1147