Litcius/Paper detail

Research on Path Planning and Tracking Control of Automatic Parking System

Bingzhan Zhang, Zhiyuan Li, Yaoyao Ni, Yujie Li

2022World Electric Vehicle Journal13 citationsDOIOpen Access PDF

Abstract

In this paper, we focus on the parking path planning and path tracking control under parallel parking conditions with automatic parking system as the research object. In order to solve the problem of discontinuity of curvature in the path planning of traditional arc-straight combined curve, a quintic polynomial is used to smooth the path. we design a path tracking controller based on the incremental model predictive control (MPC). The preview control based on pure tracking algorithm is used as the comparison algorithm for path tracking. The feasibility of the controller is verified by building a Simulink/CarSim co-simulation platform. In addition, the practicality of the parking controller is further verified by using the ROS intelligent car in the laboratory environment.

Topics & Concepts

CarSimMotion planningController (irrigation)Computer sciencePath (computing)TrajectoryControl engineeringTracking (education)Tracking systemControl theory (sociology)Real-time computingControl (management)EngineeringArtificial intelligenceRobotAstronomyPedagogyKalman filterPsychologyBiologyAgronomyProgramming languagePhysicsRobotic Path Planning AlgorithmsAdvanced Control Systems OptimizationIterative Learning Control Systems