• 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