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Observer Design for Nonlinear Systems

  • Pauline Bernard

Part of the Lecture Notes in Control and Information Sciences book series (LNCIS, volume 479)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Normal Forms and Their Observers

    1. Front Matter
      Pages 15-15
    2. Pauline Bernard
      Pages 17-19
    3. Pauline Bernard
      Pages 21-27
    4. Pauline Bernard
      Pages 29-45
  3. Transformation into a Normal Form

    1. Front Matter
      Pages 47-47
    2. Pauline Bernard
      Pages 49-52
    3. Pauline Bernard
      Pages 75-95
  4. Expression of the Dynamics of the Observer in the System Coordinates

    1. Front Matter
      Pages 97-97
    2. Pauline Bernard
      Pages 99-114
    3. Pauline Bernard
      Pages 137-155
  5. Back Matter
    Pages 157-187

About this book

Introduction

Observer Design for Nonlinear Systems deals with the design of observers for the large class of nonlinear continuous-time models. It contains a unified overview of a broad range of general designs, including the most recent results and their proofs, such as the homogeneous and nonlinear Luenberger design techniques.
 
The book starts from the observation that most observer designs consist in looking for a reversible change of coordinates transforming the expression of the system dynamics into some specific structures, called normal forms, for which an observer is known. Therefore, the problem of observer design is broken down into three sub-problems: 
 
• What are the available normal forms and their associated observers?
• Under which conditions can a system be transformed into one of these forms and through which transformation? 
• How can an inverse transformation that recovers an estimate in the given initial coordinates be achieved? 
 
This organisation allows the book to structure results within a united framework, highlighting the importance of the choice of the observer coordinates for nonlinear systems. In particular, the first part covers state-affine forms with their Luenberger or Kalman designs, and triangular forms with their homogeneous high-gain designs. The second part addresses the transformation into linear forms through linearization by output injection or in the context of a nonlinear Luenberger design, and into triangular forms under the well-known uniform and differential observability assumptions. Finally, the third part presents some recently developed methods for avoiding the numerically challenging inversion of the transformation.
 
Observer Design for Nonlinear Systems addresses students and researchers looking for an introduction to or an overview of the state of the art in observer design for nonlinear continuous-time dynamical systems. The book gathers the most important results focusing on a large and diffuse literature on general observer designs with global convergence, and is a valuable source of information for academics and practitioners.

Keywords

Nonlinear Observers High Gain Observers Nonlinear Luenberger Observers KKL Observers Triangular Form Uniform Observability Differential Observability Canonical Form

Authors and affiliations

  • Pauline Bernard
    • 1
  1. 1.Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”University of BolognaBolognaItaly

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