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© 1998

Robust Estimation and Failure Detection

A Concise Treatment

Book

Part of the Advances in Industrial Control book series (AIC)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Rami S. Mangoubi
    Pages 1-3
  3. Rami S. Mangoubi
    Pages 5-41
  4. Rami S. Mangoubi
    Pages 43-84
  5. Rami S. Mangoubi
    Pages 99-129
  6. Rami S. Mangoubi
    Pages 131-150
  7. Back Matter
    Pages 151-222

About this book

Introduction

The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. The rapid development of control technology impacts all areas of the control discipline. New theory, new controllers, actuators, sensors, new industrial processes, computer methods, new applications, new philosophies ... , new challenges. Much of this development work resides in industrial reports, feasibility study papers and the reports of advanced collaborative projects. The series offers an opportunity for researchers to present an extended exposition of such new work in all aspects of industrial control for wider and rapid dissemination. This monograph brings together two of the most exciting areas of advanced signal processing and control. The first involves the development of optimal estimators for uncertain signal and noise models. The second is the subject of failure detection and isolation, which has considerable potential in a range of applications. The text provides a gradual build-up of ideas moving from traditional Wiener and Kalman fIltering to risk sensitive control and estimation problems.

Keywords

Extension Kalman filter control control system design design methods development dynamics modeling robust control uncertainty

Authors and affiliations

  1. 1.Draper LaboratoriesCambridgeUSA

Bibliographic information

  • Book Title Robust Estimation and Failure Detection
  • Book Subtitle A Concise Treatment
  • Authors Rami S. Mangoubi
  • Series Title Advances in Industrial Control
  • Series Abbreviated Title Advances in Industrial Control
  • DOI https://doi.org/10.1007/978-1-4471-1586-1
  • Copyright Information Springer-Verlag London 1998
  • Publisher Name Springer, London
  • eBook Packages Springer Book Archive
  • Hardcover ISBN 978-3-540-76251-5
  • Softcover ISBN 978-1-4471-1588-5
  • eBook ISBN 978-1-4471-1586-1
  • Series ISSN 1430-9491
  • Series E-ISSN 2193-1577
  • Edition Number 1
  • Number of Pages XVII, 222
  • Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
  • Topics Control and Systems Theory
    Engineering Design
    Computational Intelligence
  • Buy this book on publisher's site
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Reviews

From the reviews:

“The book provides a novel solution of a class of robust estimation problems and includes convincing application studies. … The material presented in the book is accessible to the novice in both filtering and detection theory. … The chapters of the book are very well- structured, presented with clarity, and the reader’s understanding is helped with some examples. … I strongly recommend it to researchers and practitioners in the field of estimation and failure detection, who will certainly find this book an important reference.” (Theodor- Dan Popescu, Studies in Informatics and Control, Vol. 8 (2), 1999)