doi: 10.4304/jsw.6.6.1075-1081
Lateral Control for Autonomous Parking System with Fractional Order Controller
Abstract—Lateral control in autonomous parking system, which is always at low speed, simultaneously requiring very small following error, is a difficult problem to resolve. To address this problem, this paper introduces the Fractional order PIλDμ controller. What’s more, to address the parameters tuning problem in design of the controller, an improved genetic algorithm is adopted. With the proposed method, simulation and real vehicle experiments are carried out. Results show that fractional order PIλDμ controller can manage the vehicle to follow the planned trajectory preciously and that stably and robustly in autonomous parking process, which is at low speed.
Index Terms—Autonomous Parking; Fractional Order PIλDμ ; Genetic Algorithm; Lateral Control
Cite: Qingyang Chen, Tongtong Chen, Huiying Yu, Jinze Song, Daxue Liu, "Lateral Control for Autonomous Parking System with Fractional Order Controller," Journal of Software vol. 6, no. 6, pp. 1075-1081, 2011.
General Information
ISSN: 1796-217X (Online)
Abbreviated Title: J. Softw.
Frequency: Quarterly
APC: 500USD
DOI: 10.17706/JSW
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Cecilia Xie
Abstracting/ Indexing: DBLP, EBSCO,
CNKI, Google Scholar, ProQuest,
INSPEC(IET), ULRICH's Periodicals
Directory, WorldCat, etcE-mail: jsweditorialoffice@gmail.com
-
Oct 22, 2024 News!
Vol 19, No 3 has been published with online version [Click]
-
Jan 04, 2024 News!
JSW will adopt Article-by-Article Work Flow
-
Apr 01, 2024 News!
Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec) [Click]
-
Apr 01, 2024 News!
Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP [Click]
-
Jun 12, 2024 News!
Vol 19, No 2 has been published with online version [Click]