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

Citation
Y. Park et al., Optimal stabilization of Takagi-Sugeno fuzzy systems with application to spacecraft control, J GUID CON, 24(4), 2001, pp. 767-777
Citations number
39
Categorie Soggetti
Aereospace Engineering
Journal title
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS
ISSN journal
07315090 → ACNP
Volume
24
Issue
4
Year of publication
2001
Pages
767 - 777
Database
ISI
SICI code
0731-5090(200107/08)24:4<767:OSOTFS>2.0.ZU;2-5
Abstract
A new design methodology is proposed for the optimal control of nonlinear s ystems described by the Takagi-Sugeno (TS) fuzzy model. The TS fuzzy system s are first classified into two families based on how diverse their input m atrices are and then a controller synthesis procedure based on the inverse optimal approach is given for each family, We also show that the optimal co ntroller can he found by solving a linear matrix inequality problem, The op timal controllers have robustness with respect to a class of input uncertai nties. The proposed method is applied to the attitude control of a rigid sp acecraft to demonstrate its validity.