Title :
Stabilization and observer-based H∞ control for T-S fuzzy systems — An improved LMI approach
Author :
Kau, S.-W. ; Ching-Mao Yang ; Hong-Wei Chen ; Wen-Jian Xie ; Lee, H.-J. ; Chun-Hsiung Fang
Author_Institution :
Electr. Eng. Dept., Nat. Kaohsiung Univ. of Appl. Sci., Kaohsiung, Taiwan
Abstract :
This paper proposes a new LMI approach to establish a more relaxed sufficient condition for quadratic stabilization of T-S fuzzy systems. The proposed conditions not only improve the conservativeness but also include previous results as special cases. Extending the proposed idea to deal with the observer-based H∞ control problem, two conditions that guarantee the existence of the H∞ controller based on fuzzy observers are also developed. The conditions are more relaxed than the existing one and ensure the designed fuzzy H∞ controller achieving a better performance. The validity and applicability of the proposed approach are successfully demonstrated in the control of a continuous-time nonlinear system.
Keywords :
H∞ control; continuous time systems; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; observers; stability; LMI approach; T-S fuzzy system; continuous-time nonlinear system; fuzzy observer; observer-based H∞ control; quadratic stabilization; Attenuation; Fuzzy control; Nonlinear systems; Observers; State feedback; Symmetric matrices; T-S fuzzy systems; fuzzy feedback controller; linear matrix inequality; relaxed quadratic stability; stabilization;
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6