DocumentCode
404428
Title
An LQG guidance law with bounded acceleration command
Author
Hexner, Gyorgy ; Shima, Tal ; Weiss, Haim
Author_Institution
RAFAEL, Haifa, Israel
Volume
1
fYear
2003
fDate
9-12 Dec. 2003
Firstpage
715
Abstract
This paper presents a novel missile guidance law derived by analyzing an interception scenario in the framework of an LQG terminal control problem with a bound on the acceleration command. For the derivation, the target maneuver is represented by an appropriate shaping filter and the nonlinear saturation function is represented by the equivalent random input describing function. Since the certainty equivalence property is not valid in the investigated problem the resulting controller depends on the conditional probability density function of the estimated states. The new guidance law has the same structure as the classical optimal guidance law that was derived without taking into account the saturation in the control. However the navigation gain, computed by solving numerically a TPBVP, has unique characteristics such as not diverging near the terminal time. Using Monte Carlo simulations it is shown that the homing performance of the new guidance law is better than that of the classical one; moreover, the control effort is drastically reduced. The results validate the new derivation approach.
Keywords
Monte Carlo methods; acceleration control; control system synthesis; filters; linear quadratic Gaussian control; missile guidance; nonlinear functions; optimal control; LQG guidance; Monte Carlo simulations; bounded acceleration command; interception scenario; missile guidance law; navigation gain; nonlinear saturation function; optimal guidance law; probability density function; random input describing function; shaping filter; Acceleration; Control systems; Cost function; Filtering; Filters; Missiles; Navigation; Optimal control; State estimation; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7924-1
Type
conf
DOI
10.1109/CDC.2003.1272648
Filename
1272648
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