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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: Electrical engineering and applied signal processing series.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:

Focuses on the developments in the fusion of data in a variety of applications from military to automotive to medical. This book provides information on mathematical techniques and computer methods  Read more...

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Genre/Form: Electronic books
Handbooks and manuals
Handbooks, manuals, etc
Additional Physical Format: Print version:
Handbook of multisensor data fusion.
Boca Raton, FL : CRC Press, ©2009
(DLC) 2008025446
(OCoLC)144220355
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Martin E Liggins; David L Hall; James Llinas
ISBN: 9781420053098 1420053094 9781315219486 1315219484
OCLC Number: 316218654
Description: 1 online resource (xx, 849 pages) : illustrations, maps.
Contents: Multisensor Data Fusion D. L. Hall and J. Llinas Data Fusion Perspectives and Its Role in Information Processing O. Kessler and F. White Revisions to the JDL Data Fusion Model A. N. Steinberg and C. L. 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 and T. Waltz Data Registration R. R. Brooks and L. Grewe Data Fusion Automation: A Top-Down Perspective R. Antony Overview of Distributed Decision Fusion M. E. Liggins Introduction to Particle Filtering: The Next Stage in Tracking M. E. Liggins and K-C. Chang Target Tracking Using Probabilistic Data Association-Based Techniques with 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. D. Stone Data Association Using Multiple-Frame Assignments A. B. Poore, S. Lu, and B. J. Suchomel General Decentralized Data Fusion with Covariance Intersection S. Julier and J. K. Uhlmann Data Fusion in Nonlinear Systems S. Julier and J. K. Uhlmann Random Set Theory for Multisource-Multitarget Information Fusion R. Mahler Distributed Fusion Architectures, Algorithms, and Performance within a Network-Centric Architecture M. E. Liggins and K-C. Chang Foundations of Situation and Threat Assessment A. N. Steinberg An Introduction to Level 5 Fusion: The Role of the User E. Blasch Perspectives on the Human Side of Data Fusion: Prospects for Improved Effectiveness using Advanced Human-Computer Interfaces D. L. Hall, C. M. Hall, and S. A. H. McMullen Requirements Derivation for Data Fusion Systems E. Waltz and D. L. Hall A Systems Engineering Approach for Implementing Data Fusion Systems C. L. Bowman and A. N. Steinberg Studies and Analyses within Project Correlation: An In-Depth Assessment of Correlation Problems and Solution Techniques J. Llinas, Capt. L. McConnell, C. L. Bowman, D. L. Hall, and P. Applegate Data Management Support to Tactical Data Fusion R. Antony Assessing the Performance of Multisensor Fusion Processes J. Llinas A Survey of COTS Software for Multisensor Data Fusion S. A. Hall McMullen, R. R. Sherry, and S. Miglani A Survey of Multisensor Data Fusion Systems M. L. Nichols Data Fusion for Developing Predictive Diagnostics for Electromechanical Systems C. S. Byington and A. K. Garga Adapting Data Fusion to Chemical and Biological Sensors D. C. Swanson Fusion of Ground and Satellite Data via the Army Battle Command System S. Aungst, M. Campbell, J. Kuhns, D. Beyerle, T. Bacastow, and J. Knox Developing Information Fusion Methods for Combat Identification T. M. Schuck, J. Bockett Hunter, and D. D. Wilson
Series Title: Electrical engineering and applied signal processing series.
Responsibility: edited by Martin E. Liggins, David L. Hall, James Llinas.

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