Takagi-Sugeno Fuzzy Systems Non-Fragile H-Infinity Filtering

ISBN-13: 9783642432705 / Angielski / Miękka / 2014 / 166 str.

Xiao-Heng Chang

Opis

Takagi-Sugeno Fuzzy Systems Non-fragile H-infinity Filtering investigates the problem of non-fragile H-infinity filter design for Takagi-Sugeno (T-S) fuzzy systems. Given a T-S fuzzy system, the objective of this book is to design an H-infinity filter with the gain variations such that the filtering error system guarantees a prescribed H-infinity performance level. Furthermore, it demonstrates that the solution of non-fragile H-infinity filter design problem can be obtained by solving a set of linear matrix inequalities (LMIs).
The intended audiences are graduate students and researchers both from the fields of engineering and mathematics.
Dr. Xiao-Heng Chang is an Associate Professor at the College of Engineering, Bohai University, Jinzhou, Liaoning, China.

Recenzje

From the reviews:

"In this book non-fragile H filtering problems for Takagi-Sugeno fuzzy systems are considered. ... Numerical examples are given to illustrate the design methods of each filter. All chapters of this book are written in a unified form that helps readers to see the key steps in solving non-fragile H filtering problems for Takagi-Sugeno fuzzy systems. This book is useful for control engineers and fuzzy control researchers working in the area of fuzzy filtering." (Hitoshi Katayama, Mathematical Reviews, Issue 2012 m)

Spis treści

Introduction.- With Additive Gain Variations.- With Multiplicative Gain Variations for Type I.- With Multiplicative Gain Variations for Type II.- With Linear Fractional Parametric Uncertainties.- A Descriptor Representation Approach.

O autorze

The author's research interests include fuzzy systems, non-fragile control systems design, and robust control. The author is an Associate Professor at the College of Engineering, Bohai University, China.

Blurb

"Takagi-Sugeno Fuzzy Systems Non-fragile H-infinity Filtering" investigates the problem of non-fragile H-infinity filter design for T-S fuzzy systems. The nonlinear plant is represented by a T-S fuzzy model. Given a T-S fuzzy system, the objective of this book is to design an H-infinity filter with the gain variations such that the filtering error system guarantees a prescribed H-infinity performance level. Furthermore, it demonstrates that the solution of non-fragile H-infinity filter design problem can be obtained by solving a set of linear matrix inequalities (LMIs).
The intended audiences are graduate students and researchers both from the fields of engineering and mathematics.
Dr. Xiao-Heng Chang is an Associate Professor at the College of Engineering, Bohai University, Jinzhou, Liaoning, China. He is also a Postdoctoral Researcher at the College of Information Science and Engineering, Northeastern University, Shenyang, China.