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
Link To Document :
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