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High-level data fusion / Subrata Das.

By: Material type: TextTextPublication details: Boston : Artech House, ©2008.Description: 1 online resource (xix, 373 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 1596932821
  • 9781596932821
Subject(s): Genre/Form: Additional physical formats: Print version:: High-level data fusion.DDC classification:
  • 004.01/9 22
LOC classification:
  • QA76.76.E95 D375 2008eb
Online resources:
Contents:
Models, architectures, and data -- Mathematical preliminaries -- Approaches to handling uncertainty -- Introduction to target tracking -- Target classification and aggregation -- Model-based situation assessment -- Modeling time for situation assessment -- Handling nonlinear and hybrid models -- Decision support -- Learning of fusion models -- Towards cognitive agents for data fusion -- Distributed fusion.
Summary: The book explores object and situation fusion processes with an appropriate handling of uncertainties, and applies cutting-edge artificial intelligence and emerging technologies like particle filtering, spatiotemporal clustering, net-centricity, agent formalism, and distributed fusion together with essential Level 1 techniques and Level 1/2 interactions.
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Electronic-Books Electronic-Books OPJGU Sonepat- Campus E-Books EBSCO Available

Models, architectures, and data -- Mathematical preliminaries -- Approaches to handling uncertainty -- Introduction to target tracking -- Target classification and aggregation -- Model-based situation assessment -- Modeling time for situation assessment -- Handling nonlinear and hybrid models -- Decision support -- Learning of fusion models -- Towards cognitive agents for data fusion -- Distributed fusion.

Includes bibliographical references (pages 345-359) and index.

The book explores object and situation fusion processes with an appropriate handling of uncertainties, and applies cutting-edge artificial intelligence and emerging technologies like particle filtering, spatiotemporal clustering, net-centricity, agent formalism, and distributed fusion together with essential Level 1 techniques and Level 1/2 interactions.

Print version record.

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