Title :
An LQG guidance law with bounded acceleration command
Author :
Hexner, Gyorgy ; Shima, Tal ; Weiss, Haim
Author_Institution :
RAFAEL, Haifa, Israel
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;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272648