UDC 004:005.7, DOI:10.2298/CSIS090608020N

Automation of the Moving Objects Movement Prediction Process Independent of the Application Area

Ivana Nižetić1 and Krešimir Fertalj1

  1. Faculty of Electrical Engineering and Computing, University of Zagreb
    10000 Zagreb, Croatia
    {ivana.nizetic, kresimir.fertalj}@fer.hr

Abstract

Whereas research on moving objects is involved in a variety of different application areas, models and methods for movement prediction are often tailored to the specific type of moving objects. However, in most cases, prediction models are taking only historical location in consideration, while characteristics specific to certain type of moving objects are ignored. In this paper, we presented a conceptual model for movement prediction independent on an application area and data model of moving objects considering various object’s characteristics. Related work is critically evaluated, addressing advantages, possible problems and places for improvement. Generic model is proposed, based on an idea to encompass missing pieces in related work and to make the model as general as possible. Prediction process is illustrated on three case studies: prediction of the future location of vehicles, people and wild animals, in order to show their differences and to show how the process can be applied to all of them.

Key words

UDC 004:005.7, DOI:10.2298/CSIS090608020N

Digital Object Identifier (DOI)

https://doi.org/10.2298/CSIS090608020N

Publication information

Volume 7, Issue 4 (December 2010)
Year of Publication: 2010
ISSN: 1820-0214 (Print) 2406-1018 (Online)
Publisher: ComSIS Consortium

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How to cite

Nižetić, I., Fertalj, K.: Automation of the Moving Objects Movement Prediction Process Independent of the Application Area. Computer Science and Information Systems, Vol. 7, No. 4, 931-945. (2010)