Title :
A predictive control-based algorithm for path following of autonomous aerial vehicles
Author :
Prodan, Ionela ; Olaru, Sorin ; Fontes, Fernando A. C. C. ; Stoica, Constantin ; Niculescu, Silviu-Iulian
Author_Institution :
Autom. Control Dept., SUPELEC Syst. Sci. (E3S), Gif-sur-Yvette, France
Abstract :
The present paper addresses the path following problem of nonholonomic systems by considering a predictive control-based framework. The particularity of the present study resides in the use of differential flatness formalism for a reference trajectory generation. Furthermore, having the reference trajectory available in a parameterized form, an optimization-based problem which minimizes the tracking error for the nonholonomic system can be formulated and further enhanced via path following. The proposed method exhibits effective performance validated through simulations for the control of autonomous aerial vehicles.
Keywords :
autonomous aerial vehicles; minimisation; optimisation; path planning; predictive control; trajectory control; autonomous aerial vehicles; differential flatness formalism; nonholonomic systems; optimization-based problem; path following problem; predictive control-based algorithm; predictive control-based framework; reference trajectory generation; tracking error; Atmospheric modeling; Optimization; Real-time systems; Trajectory; Vehicle dynamics; Vehicles;
Conference_Titel :
Control Applications (CCA), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
DOI :
10.1109/CCA.2013.6662889