Title :
Knowledge-based fusion of Formets: discussion of an example
Author :
Lorenz, Frank P. ; Biermann, Joachim
Author_Institution :
FGAN-FKIE, Wachtberg, Germany
Abstract :
This research project for decision support and situation awareness goes beyond classical systems for command and control. As enhancement to tactical situation display, a tool based on situation independent fusion methods is developed. Its rules and templates are given by background knowledge and a priori data. We analyze formatted qualified command language (e.g. Formets) for its suitability to represent information reported by natural language messages. Since we assume our problem mostly to be of a matching nature, this kind of pattern recognition results in the design of templates for aggregation of corresponding information. A selection of intelligence reports from an ambush situation serves as an example. The importance of context information as integral part of the knowledge-based architecture for information fusion is shown.
Keywords :
command and control systems; decision support systems; digital simulation; knowledge based systems; pattern matching; sensor fusion; Formets; a priori data; ambush situation; background knowledge; command and control; context information; decision support; formatted qualified command language; information fusion; intelligence reports; knowledge-based fusion; matching; natural language messages; pattern recognition; rules; situation awareness; situation independent fusion methods; tactical situation display; templates; Analytical models; Command and control systems; Command languages; Control systems; Data analysis; Information analysis; Merging; Natural languages; Reconnaissance; Testing;
Conference_Titel :
Information Fusion, 2002. Proceedings of the Fifth International Conference on
Conference_Location :
Annapolis, MD, USA
Print_ISBN :
0-9721844-1-4
DOI :
10.1109/ICIF.2002.1021177