Takagi-Sugeno Fuzzy Systems Non-fragile H-infinity Filtering

1. Front Matter

   Pages i-x

   PDF

2. Introduction

   • Xiao-Heng Chang

   Pages 1-15

3. With Additive Gain Variations

   • Xiao-Heng Chang

   Pages 17-53

4. With Multiplicative Gain Variations for Type I

   • Xiao-Heng Chang

   Pages 55-82

5. With Multiplicative Gain Variations for Type II

   • Xiao-Heng Chang

   Pages 83-102

6. With Linear Fractional Parametric Uncertainties

   • Xiao-Heng Chang

   Pages 103-126

7. A Descriptor Representation Approach

   • Xiao-Heng Chang

   Pages 127-163

8. Back Matter

   Pages 165-165

   PDF

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.

• Fuzzy Systems
• H-Infinity Filtering
• LMIs
• Linear Matrix Inequalities
• Non-Fragile
• Nonlinear Systems
• Takagi-Sugeno Fuzzy Models

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)

• , College of Engineering, Bohai University, Jinzhou, China, People's Republic

  Xiao-Heng Chang

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.

Policies and ethics