DocumentCode
3550982
Title
LMI-based H∞ fuzzy equalizer design for discrete-time nonlinear channels
Author
Lin, Sheng-Yi ; Su, Te-Jen ; Jong, Gwo-Jia
Author_Institution
Dept. of Electron. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Taiwan
fYear
2005
fDate
8-10 June 2005
Firstpage
2913
Abstract
This paper investigates the problems of nonlinear channel equalization based on LMI-fuzzy methodology. According to Takagi-Sugeno (T-S) fuzzy modeling concept, the discrete-time nonlinear channel can be constructed by the piecewise linear subsystems. The FIR fuzzy equalizer design for nonlinear channel is transformed into a standard linear matrix inequality (LMI) optimization problem, and the coefficients of the fuzzy equalizer are obtained by solving LMIs. Thus, the result is very simple and the computation is numerically tractable. Finally, simulation result is given to demonstrate the effectiveness of the proposed methodology.
Keywords
FIR filters; H∞ control; discrete time systems; equalisers; fuzzy control; linear matrix inequalities; optimisation; telecommunication channels; telecommunication control; FIR fuzzy equalizer design; H∞ fuzzy equalizer design; LMI optimization problem; LMI-fuzzy methodology; Takagi-Sugeno fuzzy modeling; discrete-time nonlinear channels; linear matrix inequality optimization problem; nonlinear channel equalization; piecewise linear subsystems; Communication system control; Equalizers; Finite impulse response filter; Fuzzy control; Fuzzy sets; Fuzzy systems; Nonlinear systems; Symmetric matrices; Takagi-Sugeno model; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2005. Proceedings of the 2005
ISSN
0743-1619
Print_ISBN
0-7803-9098-9
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2005.1470417
Filename
1470417
Link To Document