Data fusion mathematics theory and practice
Fills the Existing Gap of Mathematics for Data FusionData fusion (DF) combines large amounts of information from a variety of sources and fuses this data algorithmically, logically and, if required intelligently, using artificial intelligence (AI). Also, known as sensor data fusion (SDF), the DF fus...
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
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Boca Raton :
CRC Press
[2016]
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| Edición: | 1st edition |
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| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629859306719 |
Tabla de Contenidos:
- ""Cover""; ""Contents""; ""Preface""; ""Acknowledgements""; ""Introduction""; ""Author""; ""1: Introduction to Data Fusion Process""; ""2: Statistics, Probability Models and Reliability: Towards Probabilistic Data Fusion""; ""3: Fuzzy Logic and Possibility Theory-Based Fusion""; ""4: Filtering, Target Tracking and Kinematic Data Fusion""; ""5: Decentralised Data Fusion Systems""; ""6: Component Analysis and Data Fusion""; ""7: Image Algebra and Image Fusion""; ""8: Decision Theory and Fusion""; ""9: Wireless Sensor Networks and Multimodal Data Fusion""
- ""10: Soft Computing Approaches to Data Fusion""""Appendix A: Some Algorithms and/or Their Derivations""; ""Appendix B: Other Methods of DF and Fusion Performance Evaluation Metrics""; ""Appendix C: Automatic Data Fusion""; ""Appendix D: Notes and Information on Data Fusion Software Tools""; ""Appendix E: Definitions of Sensor DF in Literature""; ""Appendix F: Some Current Research Topics in DF""
