Handbook of Multisensor Data Fusion

MULTISENSOR DATA FUSION Introduction to Multisensor Data Fusion, D. Hall and J. Llinas The JDL Data Fusion Process Model, A. Steinberg and C. Bowman Introduction to the Algorithms of Data Association in Multiple-Target Tracking, J.K. Uhlmann The Principles and Practice of Image and Spatial Data Fusion, E. Waltz Data Registration, R. Brooks and L. Grewe Data Fusion Automation: A Top-Down Perspective, R. Antony Contrasting Approaches to Combine Evidence, J. Carl ADVANCED TRACKING AND ASSOCIATION METHODS Target Tracking Using Probabilistic Data Association-Based Techniques and Applications to Sonar, Radar, and EO Sensors, T. Kirubarajan and Y. Bar-Shalom An Introduction to the Combinatorics of Optimal and Approximate Data Association, J.K. Uhlmann A Bayesian Approach to Multiple-Target Tracking, L. Stone Data Association Using Multiple Frame Assignments, A. Poore, S. Lu, and B.J. Suchomel General Decentralized Data Fusion with Covariance Intersection, S. Julier and J. Uhlmann Data Fusion in Non-Linear Systems, S. Julier and J. Uhlmann Random Set Theory for Target Tracking and Identification, R. Mahler SYSTEMS ENGINEERING AND IMPLEMENTATION Requirements Derivation for Data Fusion Systems, E. Waltz and D. Hall A Systems Engineering Approach for Implementing Data Fusion Systems, C. Bowman and A. Steinberg Studies and Analyses with Project Correlation: An In-Depth Assessment of Correlation Problems and Solution Techniques, J. Llinas, L. McConnell, C. Bowman, D. Hall, and P. Applegate Data Management Support to Tactical Data Fusion, R. Antony Removing the HCI Bottleneck: How the Human-Computer Interface (HCI) Affects the Performance of Data Fusion Systems, M.J. Hall, S.A. Hall, and T. Tate Assessing the Performance of Multisensor Fusion Processes, J. Llinas Dirty Secrets in Data Fusion, D. Hall and A. Steinberg SAMPLE APPLICATIONS A Survey of Multisensor Data Fusion Systems, M. Nichols Data Fusion for Developing Predictive Diagnostics for Electromechanical Systems, C. Byington and A. Garga Information Technology for NASA in the 21st Century, R.J. Hansen, D. Cooke, K. Ford, and S. Zornetzer Data Fusion for a Distributed Ground-Based Sensing System, R. Brooks An Evaluation Methodology for Fusion Processes Based on Information Needs, H. Keithley RESOURCES Web Sites Related to Multi-Sensor Data Fusion Index