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Data fusion mathematics : theory and practice / Jitendra R. Raol.
- Format:
- Book
- Author/Creator:
- Raol, J. R. (Jitendra R.), 1947, author.
- Language:
- English
- Subjects (All):
- Multisensor data fusion--Mathematics.
- Multisensor data fusion.
- Signal processig--Mathematics.
- Signal processig.
- Statistical matching.
- Wireless sensor nodes.
- Wireless sensor networks.
- Physical Description:
- 1 online resource (572 p.)
- Edition:
- 1st edition
- Place of Publication:
- Boca Raton : CRC Press, [2016]
- Language Note:
- English
- System Details:
- text file
- Summary:
- 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 fusion system is an important component for use in various applications that include the monitoring of vehicles, aerospace systems, large-scale structures, and large industrial automation plants. Data Fusion Mathematics: Theory and Practice offers a comprehensive overview of data fusion, and provides a
- Contents:
- ""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""
- Notes:
- Description based upon print version of record.
- Includes bibliographical references.
- Description based on print version record.
- ISBN:
- 9781040071755
- 1040071759
- 9780429158179
- 0429158173
- 9781498721028
- 1498721028
- OCLC:
- 916953823
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