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
[41]   Autonomous Parking Path Tracking Control Based on Interference Suppression [J].
Zhu, Maofei ;
Liu, Qian ;
Zhou, Jianwen ;
Sha, Wei ;
Niu, Runxin .
IEEE ACCESS, 2023, 11 :109528-109538
[42]   Study on path planning and tracking algorithm for autonomous parking system of semi-trailers [J].
Hamaguchi, Yutaka ;
Raksincharoensak, Pongsathorn .
MECHANICAL ENGINEERING JOURNAL, 2023, 10 (03)
[43]   Autonomous Valet Parking with Asynchronous Advantage Actor-Critic Proximal Policy Optimization [J].
Tiong, Teckchai ;
Saad, Ismail ;
Teo, Kenneth Tze Kin ;
Bin Lago, Herwansyah .
2022 IEEE 12TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2022, :334-340
[44]   Research on Path Planning and Path Tracking Control of Autonomous Vehicles Based on Improved APF and SMC [J].
Zhang, Yong ;
Liu, Kangting ;
Gao, Feng ;
Zhao, Fengkui .
SENSORS, 2023, 23 (18)
[45]   Hierarchical Planning for Autonomous Parking in Dynamic Environments [J].
Wang, Yebin ;
Hansen, Emma ;
Ahn, Heejin .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2024, 32 (04) :1386-1398
[46]   Research on Path Planning and Tracking Control of Automatic Parking System [J].
Zhang, Bingzhan ;
Li, Zhiyuan ;
Ni, Yaoyao ;
Li, Yujie .
WORLD ELECTRIC VEHICLE JOURNAL, 2022, 13 (01)
[47]   Parallel Parking Path Planning Based on Improved Arctangent Function Optimization [J].
Chen, Qiping ;
Gan, Lu ;
Chen, Bo ;
Liu, Qin ;
Zhang, Xiaobo .
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2023, 24 (01) :23-33
[48]   Parallel Parking Path Planning Based on Improved Arctangent Function Optimization [J].
Qiping Chen ;
Lu Gan ;
Bo Chen ;
Qin Liu ;
Xiaobo Zhang .
International Journal of Automotive Technology, 2023, 24 :23-33
[49]   Parallel Parking Path Planning and Tracking Control Based on Adaptive Algorithms [J].
Li Maoyue ;
Zhou Peng ;
He Xiangmei ;
Lv Hongyu ;
Zhang Hongchun .
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2021, 22 (04) :949-965
[50]   Research on AGV Intelligent Parking Navigation Path Planning Based on A☆ Algorithm [J].
Zhong, Mei ;
Shi, Jinmei ;
Zhou, Xiaojian .
PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING, EITCE 2023, 2023, :579-585
12345