Fuzzy Control Systems with Time-Delay and Stochastic Perturbation: Analysis and Synthesis

✍ Scribed by Ligang Wu, Xiaojie Su, Peng Shi (auth.)

Publisher: Springer International Publishing
Year: 2015
Tongue: English
Leaves: 357
Series: Studies in Systems, Decision and Control 12
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book presents up-to-date research developments and novel methodologies on fuzzy control systems. It presents solutions to a series of problems with new approaches for the analysis and synthesis of fuzzy time-delay systems and fuzzy stochastic systems, including stability analysis and stabilization, dynamic output feedback control, robust filter design, and model approximation. A set of newly developed techniques such as fuzzy Lyapunov function approach, delay-partitioning, reciprocally convex, cone complementary linearization approach are presented. Fuzzy Control Systems with Time-Delay and Stochastic Perturbation: Analysis and Synthesis is a comprehensive reference for researcher and practitioners working in control engineering, system sciences and applied mathematics, and is also a useful source of information for senior undergraduates and graduates in these areas. The readers will benefit from some new concepts, new models and new methodologies with practical significance in control engineering and signal processing.

✦ Table of Contents

Front Matter....Pages 1-18
Introduction....Pages 1-32
Front Matter....Pages 33-33
Stability Analysis of Discrete-Time T-S Fuzzy Time-Delay Systems....Pages 35-55
Stabilization and DOF Control of Discrete-Time T-S Fuzzy Time-Delay Systems....Pages 57-77
Robust Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems....Pages 79-113
Distributed Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems....Pages 115-131
Model Approximation of Discrete-Time T-S Fuzzy Time-Delay Systems....Pages 133-153
Front Matter....Pages 155-155
Stability and Stabilization of Discrete-Time T-S Fuzzy Stochastic Systems....Pages 157-184
Dissipativity Analysis and Synthesis of Discrete-Time T-S Fuzzy Stochastic Systems....Pages 185-212
Robust $\mathcal{L}{2}-\mathcal{L}{\infty}$ DOF Control of Continuous-Time T-S Fuzzy Stochastic Systems....Pages 213-228
Robust $\mathcal{H}_{\infty}$ Filtering of Discrete-Time T-S Fuzzy Stochastic Systems....Pages 229-248
Fault Detection of Continuous-Time T-S Fuzzy Stochastic Systems....Pages 249-267
Model Approximation of Continuous-Time T-S Fuzzy Stochastic Systems....Pages 269-286
Front Matter....Pages 287-287
Fuzzy Control of Nonlinear Electromagnetic Suspension Systems....Pages 289-307
Fuzzy Control of Nonlinear Air-Breathing Hypersonic Vehicles....Pages 309-332
Back Matter....Pages 333-348

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)

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