Constrained Control and Estimation

Graham Goodwin

ISBN 10: 1849968837 / ISBN 13: 9781849968836

Published by Springer London, Springer London Okt 2010, 2010

About this Item

This item is printed on demand - Print on Demand Titel. Neuware -Recent developments in constrained control and estimation have created a need for this comprehensive introduction to the underlying fundamental principles. These advances have significantly broadened the realm of application of constrained control. - Using the principal tools of prediction and optimisation, examples of how to deal with constraints are given, placing emphasis on model predictive control. - New results combine a number of methods in a unique way, enabling you to build on your background in estimation theory, linear control, stability theory and state-space methods. - Companion web site, continually updated by the authors. Easy to read and at the same time containing a high level of technical detail, this self-contained, new approach to methods for constrained control in design will give you a full understanding of the subject.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 432 pp. Englisch.

Seller Inventory # 9781849968836

Bibliographic Details

• Title: Constrained Control and Estimation
• Publisher: Springer London, Springer London Okt 2010
• Publication Date: 2010
• Language: English
• ISBN 10: 1849968837
• ISBN 13: 9781849968836
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 24D millimeters 235 millimeters width by 155 millimeters height by 24 millimeters depth
• Weight: 651 grams

About this title

Synopsis

Recent developments in constrained control and estimation have created a need for this comprehensive introduction to the underlying fundamental principles. These advances have significantly broadened the realm of application of constrained control.

- Using the principal tools of prediction and optimisation, examples of how to deal with constraints are given, placing emphasis on model predictive control.

- New results combine a number of methods in a unique way, enabling you to build on your background in estimation theory, linear control, stability theory and state-space methods.

- Companion web site, continually updated by the authors.

Easy to read and at the same time containing a high level of technical detail, this self-contained, new approach to methods for constrained control in design will give you a full understanding of the subject.

From the Back Cover

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.