Title :
Stochastic optimal control guidance law with bounded acceleration
Author :
Hexner, Gyorgy ; Shima, Tal
Author_Institution :
RAFAEL, Haifa
fDate :
1/1/2007 12:00:00 AM
Abstract :
A novel stochastic optimal control guidance law is presented for a missile with bounded acceleration. The nonlinear optimal guidance law (NOGL) is obtained by numerically solving the stochastic optimization problem. Since the certainty equivalence principle is not valid in the investigated problem, the resulting NOGL depends on the conditional probability density function of the estimated states. It is shown that the NOGL is also nonlinear in the estimated zero effort miss distance, and that the probability density function of the miss distance is non-Gaussian. The dependence of the new guidance law on the acceleration limit is investigated and it is shown that only for an extremely large acceleration limit does the proposed guidance law degenerate to the classical optimal linear one
Keywords :
missile guidance; optimisation; position control; stochastic processes; acceleration limit; bounded acceleration; missile guidance; nonGaussian miss distance; nonlinear optimal guidance law; probability density function; stochastic optimal control guidance law; stochastic optimization problem; zero effort miss distance; Acceleration; Aerodynamics; Approximation methods; Costs; Missiles; Navigation; Optimal control; Probability density function; State estimation; Stochastic processes;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2007.357155