Table of Contents:
  • Chapter 1 Multisensor Data Fusion / David L. Hall
  • chapter 2 Data Fusion Perspectives and Its Role in Information Processing / Otto Kessler
  • chapter 3 Revisions to the JDL Data Fusion Model / Alan N. Steinberg
  • chapter 4 Introduction to the Algorithmics of Data Association in Multiple-Target Tracking / Jeffrey K. Uhlmann
  • chapter 5 Principles and Practice of Image and Spatial Data Fusion / Ed Waltz
  • chapter 6 Data Registration / Richard R. Brooks
  • chapter 7 Data Fusion Automation: A Top-Down Perspective / Richard Antony
  • chapter 8 Overview of Distributed Decision Fusion / Martin E. Liggins
  • chapter 9 Introduction to Particle Filtering: The Next Stage in Tracking / Martin E. Liggins
  • chapter 10 Target Tracking Using Probabilistic Data Association-Based Techniques with Applications to Sonar, Radar, and EO Sensors / T. Kirubarajan
  • chapter 11 Introduction to the Combinatorics of Optimal and Approximate Data Association / Jeffrey K. Uhlmann
  • chapter 12 Bayesian Approach to Multiple-Target Tracking / Lawrence D. Stone
  • chapter 13 Data Association Using Multiple-Frame Assignments / Aubrey B. Poore
  • chapter 14 General Decentralized Data Fusion with Covariance Intersection / Simon Julier
  • chapter 15 Data Fusion in Nonlinear Systems / Simon Julier
  • chapter 16 Random Set Theory for Multisource-Multitarget Information Fusion / Ronald Mahler
  • chapter 17 Distributed Fusion Architectures, Algorithms, and Performance within a Network-Centric Architecture / Martin E. Liggins
  • chapter 18 Foundations of Situation and Threat Assessment / Alan N. Steinberg
  • chapter 19 Introduction to Level 5 Fusion: The Role of the User / Erik Blasch
  • chapter 20 Perspectives on the Human Side of Data Fusion: Prospects for Improved Effectiveness Using Advanced Human-Computer Interfaces / David L. Hall
  • chapter 21 Requirements Derivation for Data Fusion Systems / Ed Waltz
  • chapter 22 Systems Engineering Approach for Implementing Data Fusion Systems / Christopher L. Bowman
  • chapter 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
  • chapter 24 Data Management Support to Tactical Data Fusion / Richard Antony
  • chapter 25 Assessing the Performance of Multisensor Fusion Processes / James Llinas
  • chapter 26 Survey of COTS Software for Multisensor Data Fusion / Sonya A.H. McMullen
  • chapter 27 Survey of Multisensor Data Fusion Systems / Mary L. Nichols
  • chapter 28 Data Fusion for Developing Predictive Diagnostics for Electromechanical Systems / Carl S. Byington
  • chapter 29 Adapting Data Fusion to Chemical and Biological Sensors / David C. Swanson
  • chapter 30 Fusion of Ground and Satellite Data via Army Battle Command System / Stan Aungst
  • chapter 31 Developing Information Fusion Methods for Combat Identification / Tod M. Schuck.