Title :
Parametric uncertainty modeling for LFT model realization
Author :
Paw, Yew Chai ; Balas, Gary J.
Author_Institution :
Dept. of Aerosp. Eng. & Mech., Univ. of Minnesota, Minneapolis, MN
Abstract :
This paper presents a procedure for parametric uncertainty modeling of a small unmanned aerial vehicle flight dynamics for the purpose of LFT model realization. Experimental data measurements were taken to construct the parametric uncertainties in the 6-DOF nonlinear simulation model for the vehicle . A new approach is used to linearize the uncertain nonlinear simulation model developed and a physically meaningful LFT model was obtained. The accuracy and exactness of this approach was benchmark against the original uncertain nonlinear simulation model with uncertainty perturbations.
Keywords :
aerodynamics; aerospace simulation; aircraft control; digital simulation; linear systems; linearisation techniques; mathematics computing; nonlinear dynamical systems; remotely operated vehicles; uncertain systems; Aerosim blockset; Matlab/Simulink environment; linearization method; parametric uncertainty modeling; uncertain linear fractional transformation model realization; uncertain nonlinear simulation model; unmanned aerial vehicle flight dynamics model; Aerodynamics; Aerospace simulation; Aircraft; Analytical models; Atmospheric modeling; Mathematical model; Predictive models; Uncertainty; Unmanned aerial vehicles; Vehicle dynamics;
Conference_Titel :
Computer-Aided Control Systems, 2008. CACSD 2008. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2221-0
DOI :
10.1109/CACSD.2008.4627338