Hall D.L., Llinas J. (eds.) Multisensor Data Fusion

N.-Y.: CRC Press, 2001. — 537 p. — ISBN: 1420038540, 978-1420038545.The emerging technology of multisensor data fusion has a wide range of applications, both in Department of Defense (DoD) areas and in the civilian arena. The techniques of multisensor data fusion draw from an equally broad range of disciplines, including artificial intelligence, pattern recognition, and statistical estimation. With the rapid evolution of computers and the maturation of data fusion technology, the door to using data fusion in everyday applications is now wide open and presenting great opportunities.The Handbook of Multisensor Data Fusion provides a unique, comprehensive, and up-to-date resource for data fusion systems designers and researchers. Divided into five parts, it:
offers a thorough introduction to data fusion terminology and models;
describes advanced techniques for data association, target tracking, and identification;
presents practical information on system development, including requirements analysis, systems engineering, algorithm selection, database design, human-computer interfaces, and performance assessment;
introduces applications from the DoD, NASA, DARPA, and condition-based monitoring of complex machinery;
supplies data fusion resources and Web sites.