Title :
Observer-based H∞ control synthesis for fuzzy systems using LMI conditions
Author :
Tang, Jihong ; Chang, Xiao-Heng ; Zhang, Xiuqi ; Hong, Liang
Author_Institution :
Coll. of Inf. Sci. & Eng., Bohai Univ., Jinzhou, China
Abstract :
This work is concerned with the observer-based H∞ control synthesis problem of Takagi-Sugeno (T-S) fuzzy systems with external disturbances. To investigate observer-based H∞ control synthesis conditions, the closed loop dynamics are written by using a descriptor redundancy formulation. In contrast to the existing methods for observer-based H∞ control synthesis, the key point of using the descriptor redundancy approach is to achieve conditions under a LMIs (linear matrix inequalities) formulation. This formulation facilitates obtaining solutions through optimization techniques. Finally, a numerical example will be given to show the efficiency of the proposed methods.
Keywords :
H∞ control; closed loop systems; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear dynamical systems; observers; optimisation; H∞ control; LMI; Takagi-Sugeno system; closed loop dynamics; descriptor redundancy; fuzzy system; linear matrix inequality; observer; optimization; Control engineering education; Control system synthesis; Fuzzy control; Fuzzy sets; Fuzzy systems; Information science; Linear matrix inequalities; Nonlinear control systems; State feedback; Symmetric matrices; Descriptor redundancy; H∞ control synthesis; Linear matrix inequalities (LMIs); Observer; T-S fuzzy systems;
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
DOI :
10.1109/CCDC.2010.5498675