• DocumentCode
    1823048
  • Title

    A Knowledge-Based Multi-agent Geo-simulation Framework: Application to Intelligent Sensor Web Deployment

  • Author

    Mekni, Mehdi ; Haddad, Hedi

  • Author_Institution
    Dept. of Comput. Sci. & Software Eng., Laval Univ., Quebec City, QC, Canada
  • fYear
    2010
  • fDate
    18-25 July 2010
  • Firstpage
    329
  • Lastpage
    335
  • Abstract
    Sensor Web deployment is by nature a spatial problem since nodes are highly constrained by the geographic characteristics of the environment. Therefore, there is a need for an efficient modelling paradigm to address the issue of SW deployment taking into consideration the constraints of the geographic space. In this paper we propose a knowledge-based multi-agent geo-simulation framework to support the simulation of SW deployments in Informed Virtual Geographic Environments. This framework builds on our previous works on Informed Virtual Geographic Environments generation, on spatially reasoning agents and on qualitative reasoning about geo-simulation results. We illustrate the framework with a scenario of a sensor web deployment for weather monitoring purposes.
  • Keywords
    common-sense reasoning; digital simulation; geography; meteorology; multi-agent systems; sensor placement; informed virtual geographic environments; knowledge based multiagent geosimulation; qualitative reasoning; sensor web deployment; spatially reasoning agents; weather monitoring; Cognition; Floods; Frequency measurement; Knowledge based systems; Semantics; Sensors; Virtual environment; Informed Virtual Geographic Environments; Knwoledge Representation; Multi-Agent Geo-Simulation; Sensor Webs; Spatio-temporal Reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Technologies and Applications (SENSORCOMM), 2010 Fourth International Conference on
  • Conference_Location
    Venice
  • Print_ISBN
    978-1-4244-7538-4
  • Type

    conf

  • DOI
    10.1109/SENSORCOMM.2010.111
  • Filename
    5558092