DocumentCode :
1131975
Title :
Flexible spacestructure control via moving-bank multiple model algorithms
Author :
Gustafson, John A. ; Maybeck, Peter S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wright Res. & Dev. Center, Wright-Patterson AFB, OH, USA
Volume :
30
Issue :
3
fYear :
1994
fDate :
7/1/1994 12:00:00 AM
Firstpage :
750
Lastpage :
757
Abstract :
The development and performance of moving-bank multiple model adaptive control (MMAC) algorithms for quelling vibrations induced in the SPICE 2 space structure are presented. The structure consists of a large platform and a smaller platform connected by three legs in a tripod fashion. Deviations of the line-of-sight (LOS) vector from the center of the large platform to the center of the smaller platform are used for LQG controller performance evaluation. The parameter estimator implements the maximum entropy with identity covariance (ME/I) algorithm; the moving-bank logic employs parameter position monitoring; the controller uses the modified MMAC method. Whereas parameter variations of two percent caused instabilities in the single filter/controller design, the MMAC algorithm provides an excellent method to estimate a wide range of parameter variations and to quell oscillations in the structure
Keywords :
Kalman filters; adaptive control; aerospace computer control; aerospace computing; entropy; filtering and prediction theory; oscillations; parameter estimation; performance evaluation; MMAC algorithm; SPICE 2 space structure; adaptive control algorithms; flexible spacestructure control; identity covariance algorithm; line-of-sight vector; maximum entropy; modified MMAC method; moving-bank logic; moving-bank multiple model algorithms; oscillations; parameter estimator; parameter position monitoring; parameter variations; quelling vibrations; Adaptive control; Algorithm design and analysis; Condition monitoring; Entropy; Filters; Leg; Logic; Parameter estimation; SPICE; Vibration control;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/7.303744
Filename :
303744
Link To Document :
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