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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Elektronik, Elektro- und Nachrichtentechnik Data Fusion: Concepts and Ideas
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Data Fusion: Concepts and Ideas
H B Mitchell (Gebundene Ausgabe, Englisch)
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Beschreibung
This textbook provides a comprehensive introduction to the concepts and idea of multisensor data fusion.
It is an extensively revised second edition of the author's successful book: "Multi-Sensor Data Fusion:
An Introduction" which was originally published by Springer-Verlag in 2007.
The main changes in the new book are:
New Material: Apart from one new chapter there are approximately 30… new sections, 50 new examples and 100 new references. At the same time, material which is out-of-date has been eliminated and the remaining text has been rewritten for added clarity. Altogether, the new book is nearly 70 pages
longer than the original book.
Matlab code: Where appropriate we have given details of Matlab code which may be downloaded from the worldwide web. In a few places, where such code is not readily available, we have included Matlab code in the body of the text.
Layout. The layout and typography has been revised. Examples and Matlab code nowappear on a gray background for easy identification and advancd material is marked with an asterisk.
The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familarity with the basic tools of linear algebra, calculus and simple probability is recommended.
Although conceptually simple, the study of mult-sensor data fusion presents challenges that are unique within the education of the electrical engineer or computer scientist. To become competent in the field the student must become 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. All too often, the student views multi-sensor data fusion as a miscellaneous assortment of different processes which bear no relationship to each other. In contrast, in this book the processes are unified by using a common statisticalframework. 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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
13.02.2012
Sprache
Englisch
EAN
9783642272219, 9783642272219
Herausgeber
Springer Berlin
Sonderedition
Nein
Autor
H B Mitchell
Seitenanzahl
346
Auflage
2
Einbandart
Gebundene Ausgabe
Schlagwörter
Bayesion Probabilistic Framework, Data Fusion, Multi Sensor Data Fusion, Sensors
Thema-Inhalt
TJF - Elektronik
UYS - Digitale Signalverarbeitung (DSP)
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
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