Title :
On lateral fractional order controller in auto-parking system
Author :
Chen Tongtong ; Dai Bin ; Song Jinze ; Zhou Li
Author_Institution :
Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
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, fractional order controller is introduced to the lateral control for auto-parking system in this paper. What´s more, in order to address the parameters tuning problem in design of the lateral controller, an improved genetic algorithm is adopted. With the proposed method, simulation and real vehicle experiments are carried out. Results show that the fractional order PIλ Dμ controller is very reliable and stable and it can solve the high-precision lateral control problem when the autonomous vehicle is at low speed in auto-parking process.
Keywords :
control system synthesis; genetic algorithms; road vehicles; traffic control; auto-parking system; autonomous vehicle; fractional order; genetic algorithm; lateral fractional order controller design; parameter tuning problem; Control systems; Electronic mail; Genetic algorithms; Hospitals; Mobile robots; Tuning; Auto-Parking; Fractional Order PIλ Dμ; Genetic Algorithm; Lateral Control;
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768