Mathematical Techniques in Multisensor Data Fusion

David L. Hall, Sonya A. H. McMullen

450 pages, parution le 21/04/2004 (2^eme édition)

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Résumé

Since the publication of the first edition of this groundbreaking book, advances in algorithms, logic, and software tools have transformed the field of data fusion. The latest edition covers these areas as well as smart agents, human computer interaction, cognitive aides to analysis, and data system fusion control.

Besides aiding you in selecting the appropriate algorithm for implementing a data fusion system, this book guides you through the process of determining the trade-offs among competing data fusion algorithms, selecting commercial off the shelf (COTS) tools, and understanding when data fusion improves systems processing. Completely new chapters in this second edition explain data fusion system control, DARPA's recently developed TRIP model, and the latest applications of data fusion in data warehousing and medical equipment, as well as defense systems.

L'auteur - David L. Hall

David L. Hall is the associate dean for research and graduate programs at The Pennsylvania State University, School of Information Sciences and Technology. He is also the author of Lectures in Multisensor Data Fusion and Target Tracking (Artech House, 2001). He earned his M.S. in Astronomy at The Pennsylvania State University.

L'auteur - Sonya A. H. McMullen

Sonya A. H. McMullen is a Captain with the US Air Force. She earned an M.S. in aerospace engineering at Embry-Riddle Aeronautic University.

Sommaire

Introduction to Multisensor Data Fusion
Taxonomy of Algorithms and JDL Model
Level 1: Data Association and Correlation
Level 1: Kinematic and Attribute Estimation
Level 1: Identity Declaration
Level 1: Decision-Level Identity Fusion
Levels 2 and 3: Knowledge-Based Approaches
Level 4: Process Monitoring and Optimization
Level 5: Cognitive Refinement and Human Computer Interaction
Implementing Data Fusion Systems
Emerging Applications of Multisensor Data Fusion
Automated Information Management

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Artech House
Auteur(s)	David L. Hall, Sonya A. H. McMullen
Parution	21/04/2004
Édition	2^eme édition
Nb. de pages	450
Format	15,5 x 23,5
Couverture	Relié
Poids	730g
Intérieur	Noir et Blanc
EAN13	9781580533355
ISBN13	978-1-58053-335-5