Title :
An approach for stability analysis of the discrete fuzzy system
Author_Institution :
Sch. of Manage., Harbin Univ. of Commerce, Harbin, China
Abstract :
Based on the properties of fuzzy system employing two-overlapped fuzzy partition inputs, an approach for checking the stability of an open-loop discrete T-S fuzzy system is proposed. Through the construction of the piecewise Lyapunov functions in maximal overlapped-rule groups, this approach only requires finding a local common positive-definite matrix in each maximal overlapped-rule group to check the stability of T-S fuzzy system. It can decrease the number of inequalities greatly and reduce the difficulty and conservative of former approaches of stability analysis. The simulation results of one example show that the method proposed in this paper are effective.
Keywords :
Lyapunov methods; control system synthesis; discrete systems; fuzzy systems; open loop systems; piecewise constant techniques; stability; maximal overlapped-rule groups; open-loop discrete T-S fuzzy system; piecewise Lyapunov functions; stability analysis; two-overlapped fuzzy partition inputs; Business; Educational institutions; Fuzzy control; Fuzzy sets; Stability analysis; Takagi-Sugeno model; Fuzzy System; Stability; Two-overlapped Fuzzy Partition;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6056983