TY - GEN
T1 - Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models
AU - Gao, Qing
AU - Feng, Gang
AU - Zeng, Xiao-Jun
AU - Wang, Yong
PY - 2012
Y1 - 2012
N2 - This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. © 2012 IEEE.
AB - This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. © 2012 IEEE.
KW - General nonlinear systems
KW - T-S fuzzy models
KW - Universal fuzzy controllers
KW - Universal fuzzy models
UR - https://www.scopus.com/pages/publications/84867590119
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84867590119&origin=recordpage
U2 - 10.1109/FUZZ-IEEE.2012.6251268
DO - 10.1109/FUZZ-IEEE.2012.6251268
M3 - RGC 32 - Refereed conference paper (with host publication)
SN - 9781467315067
BT - IEEE International Conference on Fuzzy Systems
T2 - 2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012
Y2 - 10 June 2012 through 15 June 2012
ER -