DocumentCode
497538
Title
An application of DSmT in ontology-based fusion systems
Author
Krenc, Ksawery ; Kawalec, Adam
Author_Institution
R&D Marine Technol. Centre, RS-SD, Gdynia, Poland
fYear
2009
fDate
6-9 July 2009
Firstpage
1218
Lastpage
1225
Abstract
The aim of this paper is to propose an ontology framework for preselected sensors due to the sensor networks needs, regarding a specific task, such as the targets threat recognition. The problem will be solved methodologically, taking into account particularly non-deterministic nature of functions assigning the concept and the relation sets into the concept and relation lexicon sets respectively and vice versa. This may effectively enhance the efficiency of the information fusion performed in sensor networks.
Keywords
belief networks; computerised instrumentation; ontologies (artificial intelligence); sensor fusion; set theory; DSmT application; Dezert-Smarandache theory application; information fusion; ontology based fusion systems; relation lexicon sets; sensor networks; Cameras; Infrared sensors; Ontologies; Radar; Sensor fusion; Sensor phenomena and characterization; Sensor systems and applications; Sonar; Target recognition; Thermal sensors; Attribute information fusion; DSmT; belief function; ontologies; sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location
Seattle, WA
Print_ISBN
978-0-9824-4380-4
Type
conf
Filename
5203629
Link To Document