Guidance control for parallel parking tasks

J Tan, C Xu, L Li, FY Wang, D Cao… - IEEE/CAA Journal of …, 2019 - ieeexplore.ieee.org
Parking into small berths remains difficult for unskilled drivers. Researchers had proposed
different automatic parking systems to solve this problem. The first kind of strategies (called …

Multi-maneuver vertical parking path planning and control in a narrow space

L Cai, H Guan, HL Zhang, X Jia, J Zhan - Robotics and Autonomous …, 2022 - Elsevier
The automatic parking system can replace people to complete the parking task and reduce
the burden of driving. The size of the parking space affects the number of parking operations …

Parking like a human: A direct trajectory planning solution

W Liu, Z Li, L Li, FY Wang - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
Parking control problems remain to be fully solved for autonomous vehicles. Existing
approaches usually first design a reference parking trajectory that does not exactly match …

Reinforcement learning-based end-to-end parking for automatic parking system

P Zhang, L Xiong, Z Yu, P Fang, S Yan, J Yao, Y Zhou - Sensors, 2019 - mdpi.com
According to the existing mainstream automatic parking system (APS), a parking path is first
planned based on the parking slot detected by the sensors. Subsequently, the path tracking …

Search for parking: A dynamic parking and route guidance system for efficient parking and traffic management

H Chai, R Ma, HM Zhang - Journal of Intelligent Transportation …, 2019 - Taylor & Francis
Parking space is a scarce resource in today's cities. Travelers often spend a sizable amount
of time searching for available parking spaces. This increases travelers' overall travel cost …

Hierarchical control of trajectory planning and trajectory tracking for autonomous parallel parking

D Qiu, D Qiu, B Wu, M Gu, M Zhu - IEEE Access, 2021 - ieeexplore.ieee.org
For the parallel parking problem in narrow space, this paper proposes a trajectory tracking
control method with a novel trajectory planning layer for autonomous parallel parking based …

Automatic parallel parking in tiny spots: Path planning and control

H Vorobieva, S Glaser… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
This paper presents automatic parallel parking for a passenger vehicle, with highlights on a
path-planning method and on experimental results. The path-planning method consists of …

Automatic parking path planning and tracking control research for intelligent vehicles

C Li, H Jiang, S Ma, S Jiang, Y Li - Applied sciences, 2020 - mdpi.com
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 …

Reinforcement learning-based motion planning for automatic parking system

J Zhang, H Chen, S Song, F Hu - IEEE Access, 2020 - ieeexplore.ieee.org
In automatic parking motion planning, multi-objective optimization including safety, comfort,
parking efficiency, and final parking performance should be considered. Most of the current …

Model-Based predictive control and reinforcement learning for planning vehicle-parking trajectories for vertical parking spaces

J Shi, K Li, C Piao, J Gao, L Chen - Sensors, 2023 - mdpi.com
This paper proposes a vehicle-parking trajectory planning method that addresses the issues
of a long trajectory planning time and difficult training convergence during automatic …