• DocumentCode
    3632674
  • Title

    A prototype for the short-term prediction of moving object´s movement using Markov chains

  • Author

    Ivana Nizetic;Kresimir Fertalj;Damir Kalpic

  • Author_Institution
    Faculty of Electrical Engineering and Computing, University of Zagreb? Unska 3, 10000, CROATIA
  • fYear
    2009
  • Firstpage
    559
  • Lastpage
    564
  • Abstract
    Due to the recent advances in Global Positioning System (GPS) and wireless technology, which enabled collection of large amount of data about moving objects, research on moving objects experiences its expanded phase. In this paper we focus on short-term prediction of moving object´s movement using Markov chain adapted to spatiotemporal data. We demonstrate our prototype for tracking and predicting object´s future location and perceive some problems in real-time prediction.
  • Keywords
    "Prototypes","Global Positioning System","Spatiotemporal phenomena","Prediction methods","Animals","Mobile handsets","Artificial intelligence","Statistics","Data mining","Geographic Information Systems"
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces, 2009. ITI ´09. Proceedings of the ITI 2009 31st International Conference on
  • ISSN
    1330-1012
  • Print_ISBN
    978-953-7138-15-8
  • Type

    conf

  • DOI
    10.1109/ITI.2009.5196147
  • Filename
    5196147