Title :
Nonlinear fuzzy H∞ guidance law with saturation of actuators against maneuvering targets
Author :
Chen, Bor-Sen ; Chen, Yung-Yue ; Lin, Chun-Liang
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
fDate :
11/1/2002 12:00:00 AM
Abstract :
A nonlinear H∞ guidance law based on a fuzzy model is proposed for tactical missiles pursuing maneuvering targets in three-dimensional (3-D) space. In the proposed guidance scheme, the relative motion equations between the missile and target are first interpolated piecewise by Takagi-Sugeno linear fuzzy models. Then, a nonlinear fuzzy H∞ guidance law is designed to eliminate the effects of approximation error and external disturbances to achieve the desired goal. The linear matrix inequality (LMI) technique is then employed to treat this H∞ optimal guidance design in consideration of control constraints. Finally, the problem is further transformed into a standard eigenvalue problem so that it can be efficiently solved via a convex optimization algorithm, which is available from a numerical computation software.
Keywords :
H∞ control; fuzzy control; linear matrix inequalities; optimisation; performance index; robust control; stability; H∞ optimal guidance design; Takagi-Sugeno linear fuzzy models; actuators; approximation error; convex optimization algorithm; eigenvalue problem; external disturbances; fuzzy model; linear matrix inequality; maneuvering targets; nonlinear fuzzy H∞ guidance law; numerical computation software; relative motion equations; tactical missiles; Acceleration; Actuators; Aerodynamics; Angular velocity; Automatic control; Missiles; Navigation; Nonlinear dynamical systems; Power system modeling; Uncertainty;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2002.804122