Title :
A new method for representing linguistic quantifications by random sets with applications to tracking and data fusion
Author :
Torrez, William C. ; Bamber, Donald ; Goodman, I.R. ; Nguyen, Hung T.
Author_Institution :
CNO Strategic Studies Group, Naval War Coll., Newport, RI, USA
Abstract :
There is an obvious need to be able to integrate both linguistic-based and stochastic-based input information in data fusion. In particular, this need is critical in addressing problems of track association, including cyber-state intrusions. This paper treats this issue through a new insight into how three apparently distinct mathematical tools can be combined: "boolean relational event algebra" (BREA), "one point random set coverage representations of fuzzy sets" (OPRSC), and "complexity-reducing algorithm for near optimal fusion" (CRANOF).
Keywords :
fuzzy logic; relational algebra; sensor fusion; boolean relational event algebra; correlation; cyber-state intrusions; data fusion; fuzzy logic; fuzzy sets; random sets; reasoning; second order probability; track association; tracking; Algebra; Arithmetic; Educational institutions; Fuzzy logic; Fuzzy sets; Information security; Natural languages; Probabilistic logic; Stochastic processes; 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.2002.1020964