Sensor and data fusion : a tool for information assessment and decision making /
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 sign...
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Bellingham, Wash. : SPIE,
2012
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| author | 294406 Klein, Lawrence A. Society of Photo-optical Instrumentation Engineers |
| author_facet | 294406 Klein, Lawrence A. Society of Photo-optical Instrumentation Engineers |
| author_sort | 294406 Klein, Lawrence A. |
| collection | OCEAN |
| description | 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. |
| first_indexed | 2024-03-05T12:36:42Z |
| format | |
| id | KOHA-OAI-TEST:482261 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T12:36:42Z |
| publishDate | 2012 |
| publisher | Bellingham, Wash. : SPIE, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:4822612020-12-19T17:17:47ZSensor and data fusion : a tool for information assessment and decision making / 294406 Klein, Lawrence A. Society of Photo-optical Instrumentation Engineers Bellingham, Wash. : SPIE,2012engThis 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.Includes bibliographical references and indexList 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 -- Index.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.PSZJBLSignal processingMultisensor data fusionOnline version available. http://dx.doi.org/10.1117/3.928035URN:ISBN:9780819491336 (hbk.)URN:ISBN:0819491330 (print)URN:ISBN: |
| spellingShingle | Signal processing Multisensor data fusion 294406 Klein, Lawrence A. Society of Photo-optical Instrumentation Engineers Sensor and data fusion : a tool for information assessment and decision making / |
| title | Sensor and data fusion : a tool for information assessment and decision making / |
| title_full | Sensor and data fusion : a tool for information assessment and decision making / |
| title_fullStr | Sensor and data fusion : a tool for information assessment and decision making / |
| title_full_unstemmed | Sensor and data fusion : a tool for information assessment and decision making / |
| title_short | Sensor and data fusion : a tool for information assessment and decision making / |
| title_sort | sensor and data fusion a tool for information assessment and decision making |
| topic | Signal processing Multisensor data fusion |
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