Sensor and Data Fusion for Intelligent Transportation Systems introduces readers to the roles of the data fusion processes defined by the Joint Directors of Laboratories (JDL) data fusion model and the Data Fusion Information Group (DFIG) enhancements, data fusion algorithms, and noteworthy applications of data fusion to intelligent transportation systems (ITS). Additionally, the monograph offers detailed descriptions of three of the widely applied data fusion techniques and their relevance to ITS (namely, Bayesian inference, Dempster?Shafer evidential reasoning, and Kalman filtering), and indicates directions for future research in the area of data fusion.
The focus is on data fusion algorithms rather than on sensor and data fusion architectures, although the book does summarize factors that influence the selection of a fusion architecture and several architecture frameworks.
| ISBN: | 9781510627642 |
| Publication date: | 30th August 2019 |
| Author: | Lawrence A Klein |
| Publisher: | SPIE an imprint of SPIE Press |
| Format: | Paperback |
| Pagination: | 68 pages |
| Series: | Press Monographs |
| Genres: |
Applied optics |
Sensor and Data Fusion for Intelligent Transportation Systems introduces readers to the roles of the data fusion processes defined by the Joint Directors of Laboratories (JDL) data fusion model and the Data Fusion Information Group (DFIG) enhancements, data fusion algorithms, and noteworthy applications of data fusion to intelligent transportation systems (ITS). Additionally, the monograph offers detailed descriptions of three of the widely applied data fusion techniques and their relevance to ITS (namely, Bayesian inference, Dempster?Shafer evidential reasoning, and Kalman filtering), and indicates directions for future research in the area of data fusion.
Sensor and Data Fusion for Intelligent Transportation Systems features in the following genres: Applied optics
Paperback. £49.50, down from the £55.00 cover price. Not Available.
Sensor and Data Fusion for Intelligent Transportation Systems was written by Lawrence A Klein and published by SPIE an imprint of SPIE Press
Sensor and Data Fusion for Intelligent Transportation Systems has 68 pages
Yes it is part of Press Monographs series
£49.50, reduced from £55.00. Not Available.