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Multi-Sensor Data Fusion

An Introduction

H.B. Mitchell (Autor)

Buch | Hardcover

XIV, 282 Seiten

2007
Springer Berlin (Verlag)
978-3-540-71463-7 (ISBN)

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Data Fusion: Concepts and Ideas

H B Mitchell

2012, 2. Auflage

Buch | Hardcover

106, ⁹⁹ €

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This textbook provides a comprehensive introduction to the theories and techniques of multi-sensor data fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science, as well as researchers and professional engineers. The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familiarity with the basic tools of linear algebra, calculus and simple probability theory is recommended.

Introduction.- Sensors.- Architecture.- Common Representational Format.- Spatial Alignment.- Temporal Registration.- Sensor Value Normalization.- Bayesian Inference.- Parameter Estimation.- Robust Parameter Estimation.- Sequential Bayesian Inference.- Bayesian Decision Theory.- Multiple Classifier Systems.- Multi-Sensor Management.

Sprache	englisch
Maße	155 x 235 mm
Gewicht	555 g
Einbandart	gebunden
Themenwelt	Technik
Schlagworte	Bayesion Probabilistic Framework • data fusion • Datenfusion • Multi Sensor Data Fusion • Sensoren • sensors
ISBN-10	3-540-71463-4 / 3540714634
ISBN-13	978-3-540-71463-7 / 9783540714637
Zustand	Neuware