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Handbook of multisensor data fusion : theory and practice

Author: Martin E Liggins; David L Hall; James Llinas
Publisher: Boca Raton, FL : CRC Press, [2009] ©2009
Series: Electrical engineering and applied signal processing series.
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
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Genre/Form: Electronic books
Handbooks and manuals
Handbooks, manuals, etc
Additional Physical Format: Print version:
Handbook of multisensor data fusion.
Boca Raton, FL : CRC Press, ©2009
(DLC) 2008025446
(OCoLC)144220355
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Martin E Liggins; David L Hall; James Llinas
ISBN: 9781351835374 1351835378 9781420053098 1420053094
OCLC Number: 988029379
Description: 1 online resource (1 volume) : illustrations, maps.
Contents: Multisensor data fusion Data fusion perspectives and its role in information processing --
Revisions to the JDL data fusion model --
Introduction to the algorithmics of data association in multiple-target tracking --
Principles and practice of image and spatial data fusion --
Data registration --
Data fusion automation : a top-down perspective --
Overview of distributed decision fusion --
Introduction to particle filtering : the next stage in tracking --
Target tracking using probabilistic data association-based techniques with applications to sonar, radar, and EO sensors --
Introduction to the combinatorics of optimal and approximate data association --
Bayesian approach to multiple-target tracking --
Data association using multiple-frame assignments --
General decentralized data fusion with covariance intersection --
Data fusion in nonlinear systems --
Random set theory for multisource-multitarget information fusion --
Distributed fusion architectures, algorithms, and performance within a network-centric architecture --
Foundations of situation and threat assessment --
Introduction to level 5 fusion : the role of the user --
Perspectives on the human side of data fusion : prospects for improved effectiveness using advanced human-computer interfaces --
Requirements derivation for data fusion systems --
Systems engineering approach for implementing data fusion systems --
Studies and analyses within project correlation : an in-depth assessment of correlation problems and solution techniques --
Data management support to tactical data fusion --
Assessing the performance of multisensor fusion processes --
Survey of COTS software for multisensor data fusion --
Survey of multisensor data fusion systems --
Data fusion for developing predictive diagnostics for electromechanical systems --
Adapting data fusion to chemical and biological sensors --
Fusion of ground and satellite data via Army battle command systems --
Developing information fusion methods for combat identification.
Series Title: Electrical engineering and applied signal processing series.
Responsibility: edited by Martin E. Liggins, David L. Hall, James Llinas.

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