DocumentCode :
2843129
Title :
Adaptive Fuzzy Predictive Control of Satellite Attitude Based on Hierarchical Fuzzy Systems
Author :
Sun, Guang ; Huo, Wei
Author_Institution :
Seventh Res. Div., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Volume :
1
fYear :
2010
fDate :
13-14 Oct. 2010
Firstpage :
208
Lastpage :
211
Abstract :
Based on the hierarchical fuzzy systems (HFS), the tracking control of satellite attitude with uncertain dynamical models is investigated, and a direct adaptive fuzzy predictive control method is presented. First, a nonlinear generalized predictive control (NGPC) law is designed based on the satellite attitude dynamical model, then, a controller are constructed by using HFS to approximate model uncertainties, respectively. It is proved that satellite can track the desired attitude trajectory and the tracking error converges to a small neighborhood of the origin by the use of the designed controller. Simulation results show the effectiveness of the proposed method.
Keywords :
adaptive control; artificial satellites; attitude control; fuzzy control; fuzzy systems; nonlinear control systems; position control; predictive control; tracking; HFS; adaptive fuzzy predictive control; attitude trajectory; hierarchical fuzzy system; model uncertainty; nonlinear generalized predictive control; satellite attitude control; satellite attitude dynamical model; tracking control; tracking error; Adaptation model; Adaptive systems; Attitude control; Fuzzy systems; Predictive control; Predictive models; Satellites; generalized predictive control; hierarchical fuzzy systems; satellite attitude tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-8333-4
Type :
conf
DOI :
10.1109/ISDEA.2010.252
Filename :
5743162
Link To Document :
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