Optimal stabilization of Takagi-Sugeno fuzzy systems with application to spacecraft control

被引:37
作者
Park, Y
Tahk, MJ
Park, J
机构
[1] Korea Adv Inst Sci & Technol, Div Aerosp Engn, Dept Mech Engn, Taejon 305701, South Korea
[2] Korea Univ, Dept Control & Instrumentat Engn, Chungnam 339800, South Korea
关键词
D O I
10.2514/2.4777
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A new design methodology is proposed for the optimal control of nonlinear systems described by the Takagi-Sugeno (TS) fuzzy model. The TS fuzzy systems are first classified into two families based on how diverse their input matrices are and then a controller synthesis procedure based on the inverse optimal approach is given for each family, We also show that the optimal controller can he found by solving a linear matrix inequality problem, The optimal controllers have robustness with respect to a class of input uncertainties. The proposed method is applied to the attitude control of a rigid spacecraft to demonstrate its validity.
引用
收藏
页码:767 / 777
页数:11
相关论文
共 39 条
[1]   TIME-, FUEL-, AND ENERGY-OPTIMAL CONTROL OF NONLINEAR NORM-INVARIANT SYSTEMS [J].
ATHANS, M ;
FALB, PL ;
LACOSS, RT .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1963, :196-&
[2]   Geometry and inverse optimality in global attitude stabilization [J].
Bharadwaj, S ;
Osipchuk, M ;
Mease, KD ;
Park, FC .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1998, 21 (06) :930-939
[3]  
BILIMORIA KD, 1991, P AIAA GUID NAV CONT, P422
[4]  
Boyd S., 1994, LINEAR MATRIX INEQUA, V15
[5]   OPTIMAL NONLINEAR FEEDBACK-CONTROL FOR SPACECRAFT ATTITUDE MANEUVERS [J].
CARRINGTON, CK ;
JUNKINS, JL .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1986, 9 (01) :99-107
[6]   NON-LINEAR OPTIMAL FEEDBACK-REGULATION OF SATELLITE ANGULAR MONENTA [J].
DABBOUS, TE ;
AHMED, NU .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1982, 18 (01) :2-10
[7]   ON OPTIMAL ANGULAR VELOCITY CONTROL OF ASYMMETRICAL SPACE VEHICLES [J].
DEBS, AS ;
ATHANS, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1969, AC14 (01) :80-&
[8]  
Dixon M. V., 1970, Journal of Spacecraft and Rockets, V7, P1345, DOI 10.2514/3.30168
[9]  
ETTER JR, 1989, P AIAA GUID NAV CONT, P1441
[10]   Inverse optimality in robust stabilization [J].
Freeman, RA ;
Kokotovic, PV .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1996, 34 (04) :1365-1391