DocumentCode
2811223
Title
Feed forward adaptive learning based tracking of spacecraft attitude
Author
Al-Garni, Ahmed Z. ; Shafiq, Muhammad ; Kassem, Ayman ; Ahmed, Rihan
Author_Institution
King Fahd Univ. of Pet. & Miner., Dhahran
fYear
2007
fDate
27-29 June 2007
Firstpage
1
Lastpage
8
Abstract
In this paper, we propose a design methodology for the tracking of spacecraft attitude. The plant (spacecraft model) is a second order nonlinear multi-input-multi-output system. We stabilize the plant using state feedback. The stability of the closed-loop is assured using a Lyapunov function. Then the step response of the closed-loop system is used to design PID controller using standard classical techniques. Then adaptive feed-forward learning based adaptive filter is used for accomplishment of the tracking objective. The stabilizing controller is independent of the plant parameters. Further, we do not require plant parameters for the tracking. The parameters of adaptive inverse are directly estimated online. The over-all closed-loop gives robust performance as the controller design depends on the output of the plant and not on the parameters of the plant. Computer simulation results are given to illustrate the effectiveness of the proposed controller.
Keywords
Lyapunov methods; MIMO systems; adaptive control; adaptive filters; aerospace control; attitude control; closed loop systems; control system synthesis; feedforward; learning systems; nonlinear control systems; space vehicles; stability; step response; three-term control; tracking; Lyapunov function; PID controller design; adaptive filter; closed-loop system; feedforward adaptive learning; plant stability; second order nonlinear multiinput-multioutput system; spacecraft attitude tracking; state feedback; step response; Adaptive filters; Control systems; Design methodology; Feedforward systems; Feeds; Lyapunov method; Space vehicles; Stability; State feedback; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control & Automation, 2007. MED '07. Mediterranean Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-1281-5
Electronic_ISBN
978-1-4244-1282-2
Type
conf
DOI
10.1109/MED.2007.4433799
Filename
4433799
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