DocumentCode :
1144260
Title :
Nonlinear Estimation Via Kalman Filtering
Author :
Kappl, J.J.
Author_Institution :
Hughes Aircraft Company Culver City, Calif. 90230
Issue :
1
fYear :
1971
Firstpage :
79
Lastpage :
84
Abstract :
The extended Kalman-Bucy filtering algorithm is applied to the problem of estimating the system parameters of a single-channel missile attitude control system. In particular, noisy observations of body angular rate, normal acceleration, and control surface deflec tion are used in the algorithm to obtain estimates of body angular rate, angle of attack, control surface deflection, air density, and missile velocity. Computational results obtained for this problem are presented. These results are evaluated to determine the applicapility of this estimator as a part of an adaptive control scheme. In addition, a general approach to the formulation of practical nonlinear estimation problems is suggested.
Keywords :
Acceleration; Aerospace control; Aircraft; Angular velocity control; Cities and towns; Filtering; Kalman filters; Missiles; Nonlinear equations; Parameter estimation;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.1971.310255
Filename :
4103663
Link To Document :
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