Title :
Look-ahead path information based receding horizon control for backing-up tractor-trailer systems
Author :
Yang, Bin ; Taehyun, Shim ; Nenglian, Feng
Author_Institution :
Coll. of Environ. & Energy Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
On account of the backing-up tractor-trailer system with an off-axle connection, a mixed logical dynamics (MLD) approach and a receding horizon control (RHC) method have been addressed respectively for the purpose of modeling and control of such system. At first, Lyapunov theory is used to analyze the motion characteristics of the tractor-trailer system. Then, MLD approach is proposed to describe the kinematic of the tractor-trailer system. For the resulting MLD model, an extended cost function with quadratic form is addressed. To minimize the tracking error of the trailer, and smooth the behavior of the steering angle, an equivalent linear quadratic tracking problem is presented. In view of this problem, an explicit RHC controller is designed considering a look-ahead path information with finite horizon, by employing the multi-parametric mixed-integer quadratic programming (mp-MIQP) technique. Finally, the controller is evaluated through simulation, and achieves a desirable performance, even under the tracking of a non-smooth reference path.
Keywords :
Lyapunov methods; integer programming; quadratic programming; traction; vehicle dynamics; Lyapunov theory; MLD model; backing-up tractor-trailer systems; equivalent linear quadratic tracking problem; explicit RHC controller; extended cost function; finite horizon; look-ahead path information; mixed logical dynamics approach; motion characteristics; mp-MIQP technique; multiparametric mixed-integer quadratic programming technique; nonsmooth reference path; off-axle connection; receding horizon control method; steering angle; tracking error minimization; Agricultural machinery; Approximation methods; Control systems; Cost function; Educational institutions; Kinematics; Piecewise linear approximation; Mixed Logical Dynamics; Path Tracking; Receding Horizon Control; Tractor-Trailer System;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3