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by James Llinas, David Hall, Martin Liggins II
Handbook of Multisensor Data Fusion, 2nd Edition
Cover
Half Title
Title Page
Copyright Page
Dedication
Contents
Preface
Acknowledgment
Editors
Contributors
1 Multisensor Data Fusion
2 Data Fusion Perspectives and Its Role in Information Processing
3 Revisions to the JDL Data Fusion Model
4 Introduction to the Algorithmics of Data Association in Multiple-Target Tracking
5 Principles and Practice of Image and Spatial Data Fusion
6 Data Registration
7 Data Fusion Automation: A Top-Down Perspective
8 Overview of Distributed Decision Fusion
9 Introduction to Particle Filtering: The Next Stage in Tracking
10 Target Tracking Using Probabilistic Data Association-Based Techniques with Applications to Sonar, Radar, and EO Sensors
11 Introduction to the Combinatorics of Optimal and Approximate Data Association
12 Bayesian Approach to Multiple-Target Tracking
13 Data Association Using Multiple-Frame Assignments
14 General Decentralized Data Fusion with Covariance Intersection
15 Data Fusion in Nonlinear Systems
16 Random Set Theory for Multisource-Multitarget Information Fusion
17 Distributed Fusion Architectures, Algorithms, and Performance within a Network-Centric Architecture
18 Foundations of Situation and Threat Assessment
19 Introduction to Level 5 Fusion: The Role of the User
20 Perspectives on the Human Side of Data Fusion: Prospects for Improved Effectiveness Using Advanced Human–Computer Interfaces
21 Requirements Derivation for Data Fusion Systems
22 Systems Engineering Approach for Implementing Data Fusion Systems
23 Studies and Analyses within Project Correlation: An In-Depth Assessment of Correlation Problems and Solution Techniques
24 Data Management Support to Tactical Data Fusion
25 Assessing the Performance of Multisensor Fusion Processes
26 Survey of COTS Software for Multisensor Data Fusion
27 Survey of Multisensor Data Fusion Systems
28 Data Fusion for Developing Predictive Diagnostics for Electromechanical Systems
29 Adapting Data Fusion to Chemical and Biological Sensors
30 Fusion of Ground and Satellite Data via Army Battle Command System
31 Developing Information Fusion Methods for Combat Identification
Index
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