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
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;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4