• DocumentCode
    1746999
  • Title

    Distributed multi-resolution data integration using mobile agents

  • Author

    Qi, Hairong ; Iyengar, S. Sitharama ; Chakrabarty, Krishnendu

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Tennessee Univ., Knoxville, TN, USA
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Abstract
    We describe the use of the mobile agent paradigm to design an improved infrastructure for data integration in Distributed Sensor Network (DSN). We use the acronym MADSN to denote the proposed Mobile-Agent-based DSN. Instead of moving data to processing elements for data integration, as is typical of a client/server paradigm, MADSN moves the processing code to the data locations. This saves network bandwidth and provides an effective means for overcoming network latency, since large data transfers are avoided. We study two important problems related to MADSN design-the distributed integration problem, and the optimum performance problem. Compared to DSNs, a mobile-agent implementation of multi-resolution data integration saves up to 90% of the data transfer time. For a given set of network parameters, we analyze the conditions under which MADSN performs better than DSN and determine the condition under which MADSN reaches its optimum performance level
  • Keywords
    distributed object management; distributed sensors; intelligent networks; sensor fusion; software agents; data locations; data transfer time; distributed integration problem; distributed multiresolution data integration; distributed sensor network; improved infrastructure; mobile agents; network bandwidth; network latency; optimum performance problem; processing code; sensor fusion; Bandwidth; Computer networks; Delay; Environmental economics; Mobile agents; Performance analysis; Remote sensing; Sensor fusion; Sensor phenomena and characterization; Surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace Conference, 2001, IEEE Proceedings.
  • Conference_Location
    Big Sky, MT
  • Print_ISBN
    0-7803-6599-2
  • Type

    conf

  • DOI
    10.1109/AERO.2001.931343
  • Filename
    931343