Title :
Receding horizon following control of wheeled mobile robots: A case study
Author :
Yang Liu ; Shuyou Yu ; Bingzhao Gao ; Hong Chen
Author_Institution :
Dept. of Control Sci. & Eng., Jilin Univ., Changchun, China
Abstract :
This paper presents a receding horizon controller for path following problem of a wheeled mobile robot. In general, a suitable terminal penalty and a terminal region are adopted to guarantee the recursive feasibility of the optimization problem and asymptotic convergence to the reference path, but they are usually difficult to be calculated online and often prepared offline. However, we can avoid this complex calculation by using the reference path as the terminal region for a special case study. Sufficient conditions on the asymptotic convergence and recursive feasibility of the proposed scheme are investigated. Subsequently, the designed controller is applied to the following problem of the wheeled mobile robot to illustrate the control performance of our approach. The effectiveness of the presented control strategy is verified by the simulation results.
Keywords :
control system synthesis; convergence; mobile robots; nonlinear control systems; optimisation; path planning; predictive control; asymptotic convergence; control performance; control strategy; designed controller; optimization problem; path following problem; receding horizon following control; recursive feasibility; reference path; sufficient condition; terminal penalty; wheeled mobile robot; Convergence; Mobile robots; Optimization; Robot kinematics; Trajectory; Wheels; constrained nonlinear systems; mobile robots; model predictive control; path following;
Conference_Titel :
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-7097-1
DOI :
10.1109/ICMA.2015.7237892