Title :
Path tracking control for backing-up tractor-trailer system via model predictive control
Author :
Bin, Yang ; Shim, Taehyun ; Feng, Nenglian ; Zhou, Dashen
Author_Institution :
Coll. of Environ. & Energy Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
In order to implement the accurate path tracking control for the backing-up tractor-trailer system with off-axle hitching, a new control framework relying on mixed logical dynamics (MLD) hybrid modeling and model predictive control (MPC) method is presented in this paper. At first, a MLD hybrid model is proposed to describe the open-loop kinematic of the tractor-trailer system. For the resulting MLD model, an extended cost function defined as a quadratic form is addressed, in which the steering angle of the tractor, as well as two errors combining the position and the orientation of the trailer are considered. To minimize the tracking error of the trailer, and smooth the steering angle behavior of the tractor, an equivalent linear quadratic tracking problem is presented. Then, a receding horizon finite-time optimal controller is designed, by employing multi-parametric mixed-integer quadratic programming (mp-MIQP) technique. Finally, the controller performance is evaluated through simulation, and achieves closed-loop system asymptotical stability, accurate tracking performance and constraint fulfillment properties, even under the case of non-smooth tracking reference path.
Keywords :
asymptotic stability; axles; closed loop systems; control system synthesis; cost optimal control; integer programming; linear quadratic control; open loop systems; position control; predictive control; quadratic programming; road vehicles; steering systems; tracking; MLD hybrid model; MPC method; backing-up tractor-trailer system; closed loop system asymptotical stability; constraint fulfillment properties; controller performance evaluation; extended cost function; linear quadratic tracking problem; mixed logical dynamic hybrid modeling; model predictive control method; mp-MIQP; multiparametric mixed integer quadratic programming technique; nonsmooth tracking reference path; off-axle hitching; open loop kinematics; path tracking control; quadratic form; receding horizon finite time optimal controller design; steering angle behavior; tracking error minimization; tracking performance; Agricultural machinery; Approximation methods; Cost function; Educational institutions; Kinematics; Predictive control; Predictive models; Mixed Logical Dynamics; Model Predictive Control; Path Tracking; Tractor-Trailer System;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6242930