Constrained Control and Estimation

An Optimisation Approach

  • Graham C. Goodwin
  • José A. De Doná
  • María M. Seron

Part of the Communications and Control Engineering book series (CCE)

About this book

Introduction

This book provides a comprehensive treatment of the principles underlying optimal constrained control and estimation. The contents progress from optimisation theory, fixed horizon discrete optimal control, receding horizon implementations and stability conditions, explicit solutions and numerical algorithms, moving horizon estimation, and connections between constrained estimation and control. Several case studies and further developments illustrate and expand the core principles.

Specific topics covered include:

• An overview of optimisation theory.

• Links to optimal control theory, including the discrete minimum principle.

• Linear and nonlinear receding horizon constrained control including stability.

• Constrained control solutions having a finite parameterisation for specific classes of problems.

• Numerical procedures for solving constrained optimisation problems.

• Output feedback optimal constrained control.

• Constrained state estimation.

• Duality between constrained estimation and control.

• Applications to finite alphabet control and estimation problems, cross-directional control, rudder-roll stabilisation of ships, and control over communication networks.

The book gives a self-contained treatment of the subject assuming that the reader has basic background in systems theory, including linear control, stability and state space methods. It is suitable for use in senior level courses and as material for reference and self-study. A companion website is continually updated by the authors.

Keywords

Model Predictive Control Stabilisation algorithm algorithms communication linear optimization model optimization stability systems theory

Authors and affiliations

  • Graham C. Goodwin
    • 1
  • José A. De Doná
    • 1
  • María M. Seron
    • 2
  1. 1.Department of Electrical EngineeringUniversity of NewcastleAustralia
  2. 2.Departamento de ElectrónicaUniversidad Nacional de RosarioArgentina

Bibliographic information

  • DOI https://doi.org/10.1007/b138145
  • Copyright Information Springer-Verlag London Limited 2005
  • Publisher Name Springer, London
  • eBook Packages Engineering
  • Print ISBN 978-1-85233-548-9
  • Online ISBN 978-1-84628-063-4
  • Series Print ISSN 0178-5354
  • About this book