Decentralized Robust Nonlinear Model Predictive Control for UAS | Nonlinear and Robust Control Applied to Aircraft

Gonzalo Garcia

ISBN 10: 3659554057 / ISBN 13: 9783659554056

Editore: LAP LAMBERT Academic Publishing, 2014

Decentralized Robust Nonlinear Model Predictive Control for UAS | Nonlinear and Robust Control Applied to Aircraft | Gonzalo Garcia | Taschenbuch | 168 S. | Englisch | 2014 | LAP LAMBERT Academic Publishing | EAN 9783659554056 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Codice articolo 105215920

Riassunto:

The nonlinear and unsteady nature of aircraft aerodynamics and limited range of controls and states make the use of linear control theory inadequate. For unmanned aerial systems in particular, control technology must evolve to a point where autonomy is extended to the entire mission flight envelope. This requires advanced controllers that have sufficient robustness, track complex trajectories, and use all the vehicle’s control capabilities at higher levels of accuracy. In this work, a robust nonlinear model predictive controller is designed to command and control an unmanned aerial system to track complex tight trajectories in the presence of perturbances. The flight control system developed achieves the above performance by using a nonlinear guidance algorithm that enables the vehicle to follow an arbitrary trajectory; a formulation that embeds the guidance logic and trajectory information in the aircraft model, avoiding cross coupling; an artificial neural network, designed to adaptively estimate aerodynamic and propulsive forces; a mixed sensitivity approach that enhances the robustness for an adaptive nonlinear model predictive controller.

L'autore: He received in 1994 his BS from the Chilean Naval Polytechnic Academy, in 2006 a MS from Federico Santa Maria University, both in electronic engineering, and his PhD in aerospace engineering from the University of Kansas, in 2013. He is a postdoc at the University of Kansas, working in nonlinear robust control for autonomous vehicles.

Dati bibliografici

Titolo: Decentralized Robust Nonlinear Model ...
Casa editrice: LAP LAMBERT Academic Publishing
Data di pubblicazione: 2014
Legatura: Taschenbuch
Condizione: Neu