Title :
Online identification and control of linearized aircraft dynamics
Author :
Rusnak, Ilan ; Steinberg, Marc ; Guez, Allon ; Bar-Kana, Izhak
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
Abstract :
The authors examine a novel approach to online identification and control that requires substantially weaker excitation and works in closed-loop systems. This approach also uses multiple objective optimization theory to resolve the conflict between identification and controller performance as they compete for the only available resource, the inputs to the aircraft. The approach is applied to a longitudinal model of a representative linearized high-performance aircraft model. Simulation results compare the final controller with a conventional gain scheduled pitch command augmentation system. It is demonstrated that, by allowing some control input to be given to the identification process, the controller´s overall performance is improved
Keywords :
adaptive control; aircraft control; closed loop systems; control system analysis computing; digital simulation; identification; learning systems; optimisation; aircraft control; closed-loop systems; linearized aircraft dynamics; longitudinal model; multiple objective optimization; online identification; performance; pitch command augmentation; Aerospace control; Aerospace electronics; Aerospace engineering; Aircraft propulsion; Closed loop systems; Computational fluid dynamics; Control systems; Degradation; Military computing; Parameter estimation;
Conference_Titel :
Aerospace and Electronics Conference, 1992. NAECON 1992., Proceedings of the IEEE 1992 National
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-0652-X
DOI :
10.1109/NAECON.1992.220525