TY - JOUR
T1 - Output feedback H-infinity control for uncertain discrete-time hyperbolic fuzzy systems
AU - Zhou, Shaosheng
AU - Li, Tao
AU - Shao, Hanyong
AU - Zheng, Wei Xing
PY - 2006
Y1 - 2006
N2 - The paper deals with the problem of output feedback H∞ control for a class of uncertain discrete-time fuzzy systems with hyperbolic models. The hyperbolic model can be obtained from a set of linguistic rules. The uncertainties in the systems under consideration are assumed to be of linear fractional form, which includes the norm-bounded uncertainty as a special case and can describe a class of rational nonlinearities. A sufficient condition for robust stability with H∞ norm bound of the hyperbolic system is obtained in terms of a linear matrix inequality (LMI). Moreover, an output feedback controller can be constructed to guarantee the closed-loop system being robustly stable with H∞ norm bound. Finally, a numerical example is given to demonstrate the applicability of the proposed approach.
AB - The paper deals with the problem of output feedback H∞ control for a class of uncertain discrete-time fuzzy systems with hyperbolic models. The hyperbolic model can be obtained from a set of linguistic rules. The uncertainties in the systems under consideration are assumed to be of linear fractional form, which includes the norm-bounded uncertainty as a special case and can describe a class of rational nonlinearities. A sufficient condition for robust stability with H∞ norm bound of the hyperbolic system is obtained in terms of a linear matrix inequality (LMI). Moreover, an output feedback controller can be constructed to guarantee the closed-loop system being robustly stable with H∞ norm bound. Finally, a numerical example is given to demonstrate the applicability of the proposed approach.
KW - discrete-time systems
KW - fuzzy systems
UR - http://handle.uws.edu.au:8081/1959.7/34654
U2 - 10.1016/j.engappai.2005.12.009
DO - 10.1016/j.engappai.2005.12.009
M3 - Article
SN - 0952-1976
VL - 19
SP - 487
EP - 499
JO - Engineering Applications of Artificial Intelligence
JF - Engineering Applications of Artificial Intelligence
IS - 5
ER -