Lateral control for autonomous parking system with fractional order controller

被引:4
|
作者
Chen Q. [1 ]
Chen T. [1 ]
Yu H. [1 ]
Song J. [1 ]
Liu D. [1 ]
机构
[1] College of Mechatronic Engineering and Automation, National University of Defense Technology Changsha, Hunan
关键词
Autonomous parking; Fractional order pi [!sup]λ[!/sup]d [!sup]μ[!/sup; Genetic algorithm; Lateral control;
D O I
10.4304/jsw.6.6.1075-1081
中图分类号
学科分类号
摘要
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 PI λD μ 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 PI λD μ 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. ©2011 ACADEMY PUBLISHER.
引用
收藏
页码:1075 / 1081
页数:6
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