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2023 | Book

Input-to-State Stability

Theory and Applications

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About this book

Input-to-State Stability presents the dominating stability paradigm in nonlinear control theory that revolutionized our view on stabilization of nonlinear systems, design of robust nonlinear observers, and stability of nonlinear interconnected control systems.

The applications of input-to-state stability (ISS) are manifold and include mechatronics, aerospace engineering, and systems biology. Although the book concentrates on the ISS theory of finite-dimensional systems, it emphasizes the importance of a more general view of infinite-dimensional ISS theory. This permits the analysis of more general system classes and provides new perspectives on and a better understanding of the classical ISS theory for ordinary differential equations (ODEs).

Features of the book include:

• a comprehensive overview of the theoretical basis of ISS;

• a description of the central applications of ISS in nonlinear control theory;

• a detailed discussion of the role of small-gain methods in the stability of nonlinear networks; and

• an in-depth comparison of ISS for finite- and infinite-dimensional systems.

The book also provides a short overview of the ISS theory for other systems classes (partial differential equations, hybrid, impulsive, and time-delay systems) and surveys the available results for the important stability properties that are related to ISS.

The reader should have a basic knowledge of analysis, Lebesgue integration theory, linear algebra, and the theory of ODEs but requires no prior knowledge of dynamical systems or stability theory. The author introduces all the necessary ideas within the book.

Input-to-State Stability will interest researchers and graduate students studying nonlinear control from either a mathematical or engineering background. It is intended for active readers and contains numerous exercises of varying difficulty, which are integral to the text, complementing and widening the material developed in the monograph.

Table of Contents

Frontmatter
Chapter 1. Ordinary Differential Equations with Measurable Inputs
Abstract
In this chapter, we recall basic concepts and results of the theory of ordinary differential equations (ODEs) with measurable inputs (“Carathéodory theory”).
Andrii Mironchenko
Chapter 2. Input-to-State Stability
Abstract
In the previous chapter, we have analyzed well-posedness and properties of reachability sets for nonlinear control systems of the form
Andrii Mironchenko
Chapter 3. Networks of Input-to-State Stable Systems
Abstract
Stability analysis and control of nonlinear systems are a rather complex task, which becomes even more challenging for large-scale systems.
Andrii Mironchenko
Chapter 4. Integral Input-to-State Stability
Abstract
Despite all advantages of the ISS framework, for some practical systems, input-to-state stability is too restrictive.
Andrii Mironchenko
Chapter 5. Robust Nonlinear Control and Observation
Abstract
An objective of a control theory is to influence the dynamics of a system to guarantee its desired behavior. Challenges arising in this way are manifold and include nonlinearity of a system, a need to ensure robustness (or reliability) of designed controllers in spite of actuator and observation errors, hidden (unmodeled) dynamics of a system, and external disturbances acting on the system. Furthermore, networks to be controlled may be huge with a nontrivial topological structure.
Andrii Mironchenko
Chapter 6. Input-to-State Stability of Infinite Networks
Abstract
Stability analysis and control of ODE systems remain the backbone of much of systems theory.
Andrii Mironchenko
Chapter 7. Conclusion and Outlook
Abstract
In this book, we have developed the ISS theory for systems of ordinary differential equations, covering both fundamental theoretical results and central applications of the ISS theory to nonlinear control and network analysis. Furthermore, we have investigated several properties closely related to ISS, most notably integral ISS, and discussed recent applications of ISS methodology to stability analysis of infinite networks.
Andrii Mironchenko
Backmatter
Metadata
Title
Input-to-State Stability
Author
Andrii Mironchenko
Copyright Year
2023
Electronic ISBN
978-3-031-14674-9
Print ISBN
978-3-031-14673-2
DOI
https://doi.org/10.1007/978-3-031-14674-9