Title :
Model predictive path-following for constrained nonlinear systems
Author :
Faulwasser, T. ; Kern, B. ; Findeisen, R.
Author_Institution :
Inst. for Autom. Eng., Otto-von-Guericke Univ., Magdeburg, Germany
Abstract :
We propose a model predictive control approach to path-following problems of constrained nonlinear systems. We directly consider input and state constraints. Furthermore, we introduce an extended corridor path-following problem, which allows to add spatial degrees of freedom to the path formulation.We give sufficient stability conditions for predictive solutions to 1d and corridor path-following problems. To illustrate the performance of our approach we discuss the example of an autonomous vehicle subject to input constraints.
Keywords :
nonlinear control systems; path planning; predictive control; stability; autonomous vehicle; constrained nonlinear systems; model predictive control; path following problems; Control systems; Mobile robots; Nonlinear systems; Predictive control; Predictive models; Remotely operated vehicles; Signal design; Stability; State-space methods; Trajectory; Nonlinear model predictive control; corridor path-following; input and state constraints; stability;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5399744