Sensor and Data Fusion for Intelligent Transportation Systems

Sensor and Data Fusion for Intelligent Transportation Systems
by: Lawrence A. Klein
Paperback: 254 pages
Edition: 1
Language: English
Publisher: Spie Pr
Released: 2019-06-24
ISBN-10: 1510627642
ISBN-13: 9781510627642
Book Description
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