Nonlinear stochastic control and filtering with engineering-oriented complexities

✍ Scribed by Qian, Wei; Wang, Zidong; Wei, Guoliang

• Publisher: CRC Press
• Year: 2016
• Tongue: English
• Leaves: 249
• Series: Engineering systems and sustainability series
• Category: Library

✦ Table of Contents

Content: Cover
Half Title
Title
Copyright
Contents
List of Figures
List of Tables
Symbols
Series Editor Foreword
Series Editor
Preface
Authors
1 Introduction
1.1 Background, Motivation, and Research Problem
1.1.1 Engineering-Oriented Complexities
1.1.1.1 Traditional Engineering Phenomena
1.1.1.2 Randomly Occurring Incomplete Information
1.1.2 Systems with Engineering-Oriented Complexities
1.1.3 Analysis and Synthesis for Engineering-Oriented Complexities
1.2 Outline
2 Robust Stabilization for Stochastic Time-Delay Interval Systems
2.1 Problem Formulation 2.2 Robust Stability Analysis2.3 Delay-Dependent Robust Stabilization
2.4 An Illustrative Example
2.5 Summary
3 Robust H∞ Control for Markov Systems with Nonlinear Disturbance
3.1 Problem Formulation
3.2 Robust Stabilization
3.3 H∞ Control
3.4 An Illustrative Example
3.5 Summary
4 H∞ Filtering and Control for Markov Systems with Sensor Nonlinearities
4.1 Problem Formulation
4.2 H∞ Filtering
4.2.1 Filter Analysis
4.2.2 Filter Synthesis
4.2.3 An Illustrative Example
4.3 H∞ Dynamical Output Feedback Control
4.3.1 H∞ Controller Analysis 4.3.2 Output Feedback H∞ Controller Synthesis4.3.3 An Illustrative Example
4.4 Summary
5 H∞ Analysis for Stochastic Differential Systems by Razumikhin Theory
5.1 Problem Formulation
5.2 Main Results
5.3 The L2 Gain Problem for Nonlinear Stochastic Delay System
5.4 Examples
5.5 Summary
6 Robust Filtering with Nonlinearities and Multiple Missing Measurements
6.1 Problem Formulation
6.2 Main Results
6.2.1 Filter Analysis
6.2.2 Filter Synthesis
6.2.3 The Solution
6.3 An Illustrative Example
6.4 Summary
7 Probability-Dependent Control with Randomly Occurring Nonlinearities 7.1 Problem Formulation7.2 Gain-Scheduled Controller Design
7.3 Computationally Accessible Solution
7.4 An Illustrative Example
7.5 Summary
8 Probability-Dependent Filtering with Missing Measurements
8.1 Problem Formulation
8.2 Main Results
8.2.1 Stability Analysis
8.2.2 Gain-Scheduled Filter Design
8.2.3 Solvable Condition for Filter Design
8.3 An Illustrative Example
8.4 Summary
9 Controller Design for 2-D Stochastic Nonlinear Roesser Model
9.1 Problem Formulation and Preliminaries
9.2 Main Results
9.3 An Illustrative Example
9.4 Summary 10 Filtering for Networked Control Systems with Multiple Delays10.1 Problem Formulation
10.2 Main Results
10.2.1 Filter Analysis
10.2.2 Filter Synthesis
10.3 An Illustrative Example
10.4 Summary
11 State Estimation for Stochastic Delayed Gene Regulatory Networks
11.1 Problem Formulation
11.2 Main Results
11.2.1 State Estimator Analysis
11.2.2 State Estimator Parameter Design
11.3 An Illustrative Example
11.4 Summary
12 State Estimation for Complex Networks with ROCD
12.1 Problem Formulation
12.2 Main Results
12.2.1 Stability Analysis
12.2.2 H∞ Performance Analysis

✦ Subjects

Nonlinear control theory.;Stochastic control theory.;TECHNOLOGY & ENGINEERING / Engineering (General)