Contents
David L. Hall and James Llinas
2 Data Fusion Perspectives and Its Role in Information Processing
Otto Kessler and Frank White
3 Revisions to the JDL Data Fusion Model
Alan N. Steinberg and Christopher L. Bowman
4 Introduction to the Algorithmics of Data Association in Multiple-Target Tracking
Jeffrey K. Uhlmann
5 Principles and Practice of Image and Spatial Data Fusion
Ed Waltz and Tim Waltz
Richard R. Brooks and Lynne Grewe
7 Data Fusion Automation: A Top-Down Perspective
Richard Antony
8 Overview of Distributed Decision Fusion
Martin E. Liggins
9 Introduction to Particle Filtering: The Next Stage in Tracking
Martin E. Liggins and Kuo-Chu Chang
10 Target Tracking Using Probabilistic Data Association-Based Techniques with Applications to Sonar, Radar, and EO Sensors
T. Kirubarajan and Yaakov Bar-Shalom
11 Introduction to the Combinatorics of Optimal and Approximate Data Association
Jeffrey K. Uhlmann
12 Bayesian Approach to Multiple-Target Tracking
Lawrence D. Stone
13 Data Association Using Multiple-Frame Assignments
Aubrey B. Poore, Suihua Lu, and Brian J. Suchomel
14 General Decentralized Data Fusion with Covariance Intersection
Simon Julier and Jeffrey K. Uhlmann
15 Data Fusion in Nonlinear Systems
Simon Julier and Jeffrey K. Uhlmann
16 Random Set Theory for Multisource-Multitarget Information Fusion
Ronald Mahler
17 Distributed Fusion Architectures, Algorithms, and Performance within a Network-Centric Architecture
Martin E. Liggins and Kuo-Chu Chang
18 Foundations of Situation and Threat Assessment
Alan N. Steinberg
19 Introduction to Level 5 Fusion: The Role of the User
Erik Blasch
20 Perspectives on the Human Side of Data Fusion: Prospects for Improved Effectiveness Using Advanced Human–Computer Interfaces
David L. Hall, Cristin M. Hall, and Sonya A. H. McMullen
21 Requirements Derivation for Data Fusion Systems
Ed Waltz and David L. Hall
22 Systems Engineering Approach for Implementing Data Fusion Systems
Christopher L. Bowman and Alan N. Steinberg
23 Studies and Analyses within Project Correlation: An In-Depth Assessment of Correlation Problems and Solution Techniques
James Llinas, Capt. Lori McConnell, Christopher L. Bowman, David L. Hall, and Paul Applegate
24 Data Management Support to Tactical Data Fusion
Richard Antony
25 Assessing the Performance of Multisensor Fusion Processes
James Llinas
26 Survey of COTS Software for Multisensor Data Fusion
Sonya A. H. McMullen, Richard R. Sherry, and Shikha Miglani
27 Survey of Multisensor Data Fusion Systems
Mary L. Nichols
28 Data Fusion for Developing Predictive Diagnostics for Electromechanical Systems
Carl S. Byington and Amulya K. Garga
29 Adapting Data Fusion to Chemical and Biological Sensors
David C. Swanson
30 Fusion of Ground and Satellite Data via Army Battle Command System
Stan Aungst, Mark Campbell, Jeff Kuhns, David Beyerle, Todd Bacastow, and Jason Knox
31 Developing Information Fusion Methods for Combat Identification
Tod M. Schuck, J. Bockett Hunter, and Daniel D. Wilson