DocumentCode :
539202
Title :
A multi-logic framework for multi-level fusion in real time data fusion applications
Author :
de Carvalho, J.G. ; Rangel, P. ; Ebeken, N.F.
Author_Institution :
PEC COPPE, Fed. Univ. of Rio de Janeiro, Rio de Janeiro, Brazil
fYear :
2010
fDate :
26-29 July 2010
Firstpage :
1
Lastpage :
8
Abstract :
This paper presents a framework called Real Time Multi Logic Reasoner (RT-MLR) to perform high level data fusion. RT-MLR reconciles the development of Knowledge Based Systems (KBS) with the object-oriented architectures and on-line real-time monitoring requirements. This framework has been implemented with an inference engine that supports a data driven approach and knowledge expressed in First-Order Logic, Fuzzy Logic and Temporal Logic. RT-MLR has been tested face on its capability to perform data fusions in a military application, using all kinds of logics implemented. Data fusions in different levels were made through rules that express relations between objects inside naval context scenarios. Simulated and actual data were used in validation process.
Keywords :
computerised monitoring; fuzzy logic; inference mechanisms; knowledge based systems; military computing; object-oriented methods; real-time systems; sensor fusion; software architecture; temporal logic; RT-MLR; data driven approach; first order logic; fuzzy logic; inference engine; knowledge based system; military application; multilevel fusion; multilogic framework; object oriented architecture; real time data fusion; real time multi logic reasoner; temporal logic; Engines; Knowledge based systems; Object oriented modeling; Radar tracking; Real time systems; Unified modeling language; high level fusion; multiple logic reasoning; real time monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion (FUSION), 2010 13th Conference on
Conference_Location :
Edinburgh
Print_ISBN :
978-0-9824438-1-1
Type :
conf
DOI :
10.1109/ICIF.2010.5712036
Filename :
5712036
Link To Document :
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