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
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"
Conference_Titel :
Information Technology Interfaces, 2009. ITI ´09. Proceedings of the ITI 2009 31st International Conference on
Print_ISBN :
978-953-7138-15-8
DOI :
10.1109/ITI.2009.5196147