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E-book
Author Klein, Lawrence A.

Title Sensor and data fusion : a tool for information assessment and decision making / Lawrence A. Klein
Edition Second edition
Published Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) : SPIE, 2012
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Description 1 online resource (xxvi, 448 pages) : illustrations, digital file
Series SPIE Press monograph ; PM222
SPIE digital library.
SPIE monograph ; PM222
Contents List of figures -- List of tables -- Preface -- Chapter 1. Introduction -- Chapter 2. Multiple sensor system applications, benefits, and design considerations -- Chapter 3. Sensor and data fusion architectures and algorithms -- Chapter 4. Classical inference -- Chapter 5. Bayesian inference -- Chapter 6. Dempster-Shafer evidential theory -- Chapter 7. Artificial neural networks -- Chapter 8. Voting logic fusion -- Chapter 9. Fuzzy logic and fuzzy neural networks -- Chapter 10. Data fusion issues associated with multiple radar tracking systems -- Chapter 11. Passive data association techniques for unambiguous location of targets -- Chapter 12. Retrospective comments -- Appendix A. Planck radiation law and radiative transfer -- Appendix B. Voting fusion with nested confidence levels -- Appendix C. The fundamental matrix of a fixed continuous-time system
Summary This book illustrates the benefits of sensor fusion by considering the characteristics of infrared, microwave, and millimeter-wave sensors, including the influence of the atmosphere on their performance. Topics include applications of multiple-sensor systems; target, background, and atmospheric signature-generation phenomena and modeling; and methods of combining multiple-sensor data in target identity and tracking data fusion architectures. The information in this edition has been substantially expanded and updated to incorporate recent approaches to sensor and data fusion and application examples
Notes "SPIE Digital Library."--Website
Bibliography Includes bibliographical references
Subject Multisensor data fusion.
Signal processing -- Digital techniques.
Form Electronic book
Author Society of Photo-optical Instrumentation Engineers.
ISBN 0819491349 (electronic)
9780819491343 (electronic)
(print)
(print)