图书信息:

书  名:Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems
作  者:Hongyi Li, Ligang Wu, Hak-Keung Lam, Yabin Gao
出 版 社:Springer
出版日期:2016年
语  种:英文
I S B N:9789811005930
页  数:257

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


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