Automated Perpendicular Parking System With Approximated Clothoid-Based Local Path Planning

  • Kim, Dae Jung
  • Chung, Chung Choo
Citations

WEB OF SCIENCE

16
Citations

SCOPUS

23

초록

This paper proposes an automated perpendicular parking system using approximated clothoid-based local path planning and a virtual towing method. Clothoid path planning provides smooth maneuvering, but we cannot obtain a closed-form solution. Further, it costs computational overhead. To cope with these problems, we present a novel vehicle control algorithm with approximated clothoid-based local path planning. We show that a parking control system could be presented as a closed-loop system by integrating path planning and control. The closed-loop system is represented as a discrete linear time-varying system and its stability is proved using the Lyapunov stability theorem. In the proposed system, we also see that a numerical singularity problem may incur, which could bring undesirable steering. To avoid numerical singularity, we also propose a virtual towing method. From numerical simulations, we show that the vehicle converges smoothly to the parking spot.

키워드

Closed loop systemsclothoid pathKinematicsPath planningPath planningRoadsRobotsTime-varying systemsvalet parking.vehicle controlVehicle dynamicsvirtual towingComputation theoryControl system synthesisManeuverabilityNumerical methodsTime varying systemsClosed form solutionsComputational overheadsLinear time-varying systemsLocal path-planningLyapunov stability theoremParking control systemsPath planning and controlSingularity problemsClosed loop systems
제목
Automated Perpendicular Parking System With Approximated Clothoid-Based Local Path Planning
저자
Kim, Dae JungChung, Chung Choo
DOI
10.1109/LCSYS.2020.3044254
발행일
2021-12
유형
Article in Press
저널명
IEEE Control Systems Letters
5
6
페이지
1940 ~ 1945