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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
Series: The electrical engineering and applied signal processing series
Edition/Format:   Book : English : 2. edView all editions and formats
Database:WorldCat
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Genre/Form: Handbooks, manuals, etc
Document Type: Book
All Authors / Contributors: Martin E Liggins; David L Hall; James Llinas
ISBN: 9781420053081 1420053086
OCLC Number: 488239706
Notes: Table of Contents : Multisensor Data Fusion / Data Fusion Perspectives and Its Role in Information Processing / Revisions to the JDL Data Fusion Model / Introduction to the Algorithms of Data Association in Multiple-Target Tracking / The 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 / An Introduction to the Combinatorics of Optimal and Approximate Data Association / A 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 / An 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 / A 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 / A Survey of COTS Software for Multisensor Data Fusion / A 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 the Army Battle Command System / Developing Information Fusion Methods for Combat Identification
Description: xx, 849 s. : ill., maps ; 27 cm.
Series Title: The electrical engineering and applied signal processing series
Responsibility: edited by Martin E. Liggins, David L. Hall, James Llinas

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