Data Fusion: Concepts and Ideas

  • H B Mitchell

Table of contents

  1. Front Matter
    Pages 1-12
  2. H. B. Mitchell
    Pages 1-14
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    Pages 15-30
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  16. H. B. Mitchell
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  17. Back Matter
    Pages 0--1

About this book

Introduction

“Data Fusion: Concepts and Ideas” provides a comprehensive introduction to the concepts and idea of multisensor data fusion. This textbook is an extensively revised second edition of the author's successful book: "Multi-Sensor Data Fusion: An Introduction". The book is self-contained and no previous knowledge of multi-sensor data fusion is assumed. The reader is made familiar with tools taken from a wide range of diverse subjects including: neural networks, signal processing, statistical estimation, tracking algorithms, computer vision and control theory which are combined by using a common statistical framework. As a consequence, the underlying pattern of relationships that exists between the different methodologies is made evident. The book is illustrated with many real-life examples taken from a diverse range of applications and contains an extensive list of modern references. The new completely revised and updated edition includes nearly 70 pages of new material including a full new chapter as well as approximately 30 new sections, 50 new examples and 100 new references as well as additional Matlab code where appropriate.

Keywords

Bayesion Probabilistic Framework Data Fusion Multi Sensor Data Fusion Sensors

Authors and affiliations

  • H B Mitchell
    • 1
  1. 1.MAZKARET BATYAIsrael

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-27222-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-27221-9
  • Online ISBN 978-3-642-27222-6
  • About this book