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Tracking and sensor data fusion : methodological framework and selected applications

Author: Wolfgang Koch
Publisher: Heidelberg : Springer, [2013?] ©2014
Series: Mathematical engineering
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Sensor Data Fusion is the process of combining incomplete and imperfect pieces of mutually complementary sensor information in such a way that a better understanding of an underlying real-world phenomenon is achieved. Typically, this insight is either unobtainable otherwise or a fusion result exceeds what can be produced from a single sensor output in accuracy, reliability, or cost. This book provides an  Read more...
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Genre/Form: Electronic books
Ebook
Additional Physical Format: Print version:
Koch, Wolfgang.
Tracking and Sensor Data Fusion : Methodological Framework and Selected Applications.
Dordrecht : Springer, ©2013
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Wolfgang Koch
ISBN: 9783642392719 3642392717 3642392709 9783642392702
OCLC Number: 859842555
Description: 1 online resource (xvii, 253 pages) : illustrations.
Contents: Notion and Structure of Sensor Data Fusion --
Part I. Sensor Data Fusion: Methodological Framework --
Objects and Sensors --
Bayesian Knowledge Propagation --
Sequential Track Extraction --
On Recursive Batch Processing --
Aspects of Track-to-Track Fusion --
Part II. Sensor Data Fusion: Selected Applications --
Integration of Advanced Sensor Properties --
Integration of Advanced Object Properties --
Integration of Topographical Information --
Feed-back to Acquisition: Sensor Management.
Series Title: Mathematical engineering
Responsibility: Wolfgang Koch.
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Abstract:

This book provides an introduction to sensor data fusion, as an information technology as well as a branch of engineering science and informatics. It presents a coherent methodological framework and  Read more...

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