内容简介:
This book develops a set of reference methods capable of modeling uncertainties existing in membership functions, and analyzing and synthesizing the interval type-2 fuzzy systems with desired performances. It also provides numerous simulation results for various examples, which fill certain gaps in this area of research and may serve as benchmark solutions for the readers. Interval type-2 T-S fuzzy models provide a convenient and flexible method for analysis and synthesis of complex nonlinear systems with uncertainties.
英文目录:
1 Introduction
1.1 Type-1 T-S Fuzzy Systems
1.2 Interval Type-2 T-S Fuzzy Model
1.3 Publication Contribution
1.4 Publication Outline
2 Stabilization of Interval Type-2 Fuzzy-Model-Based Systems
2.1 Introduction
2.2 Problem Formulation and Preliminaries
2.3 Main Results
2.4 Simulation Results
2.5 Conclusion
3 Output-Feedback Control of Interval Type-2 Fuzzy-Model-Based Systems
3.1 Introduction
3.2 Problem Formulation and Preliminaries
3.3 Main Results
3.3.1 State-Feedback Control
3.3.2 Output-Feedback Control
3.4 Simulation Results
3.5 Conclusion
4 Sampled-Data Control of Interval Type-2 Fuzzy-Model-Based Systems
4.1 Introduction
4.2 Problem Formulation
4.3 Main Results
4.3.1 Stability Analysis
4.3.2 Sampled-Data Fault-Tolerant Control
4.4 Simulation Results
4.5 Conclusion
5 Output Tracking Control of Interval Type-2 Fuzzy-Model-Based Systems
5.1 Introduction
5.2 System Description and Preliminaries
5.3 Main Results
5.3.1 Stability Analysis
5.3.2 Output Tracking Control
5.4 Simulation Results
5.5 Conclusion
6 Switched Control of Interval Type-2 Fuzzy-Model-Based Systems
6.1 Introduction
6.2 Problem Formulation
6.3 Main Results
6.3.1 Switched Output-Feedback Control
6.3.2 Switched State-Feedback Control
6.4 Simulation Results
6.5 Conclusion
7 Filter Design of Interval Type-2 Fuzzy-Model-Based Systems.
7.1 Introduction
7.2 Problem Formulation
7.3 Main Results
7.3.1 Filtering Performance Analysis
7.3.2 Filter Design
7.4 Simulation Results
7.5 Conclusion
8 Fault Detection of Interval Type-2 Fuzzy-Model-Based Systems
8.1 Introduction
8.2 Problem Formulation
8.3 Main Results
8.3.1 Stability Analysis
8.3.2 Fault Detection Filter Design
8.4 Simulation Results
8.5 Conclusion
9 Model Reduction of Interval Type-2 Fuzzy-Model-Based Systems
9.1 Introduction
9.2 Problem Formulation
9.3 Main Results
9.3.1 Stability Analysis
9.3.2 Reduced-Order Control
9.4 Simulation Results
9.5 Conclusion
10 Finite-Horizon Filtering with Degraded Measurements
10.1 Introduction
10.2 Problem Formulation
10.3 Main Results
10.3.1 Stability Analysis
10.3.2 State-Feedback Control
10.4 Simulation Results
10.5 Conclusion
11 Fault-Tolerant Control of Interval Type-2 Fuzzy-Model-Based Systems .
11.1 Introduction
11.2 System Description and Preliminaries
11.3 Main Results
11.3.1 Stability Analysis
11.3.2 Fault-Tolerant Control
11.4 Simulation Results
11.5 Conclusion
12 Output-Feedback Control of Interval Type-2 Fuzzy-Model-Based Systems
12.1 Problem Formulation
12.2 System Transformation
12.3 Main Results
12.3.1 Stability Analysis
12.3.2 Output-Feedback Control
12.4 Simulation Results
12.5 Conclusion
13 Output Tracking Control of Interval Type-2 Fuzzy-Model-Based Systems
13.1 Introduction
13.2 Problem Formulation
13.3 Main Results
13.3.1 Stability Analysis
13.3.2 Output Tracking Control
13.4 Simulation Results
13.5 Conclusion
14 Conclusion and Further Work .
14.1 Conclusion
14.2 Further Work
References