A Prototype for the Short-term Prediction of Moving Object's Movement Using Markov Chains

被引：10

作者：

Nizetic, Ivana ^{[1
]}

Fertalj, Kresimir ^{[1
]}

Kalpic, Damir ^{[1
]}

机构：

[1] Univ Zagreb, Fac Elect Engn & Comp, Zagreb 10000, Croatia

来源：

PROCEEDINGS OF THE ITI 2009 31ST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES | 2009年

关键词：

moving object; spatiotemporal data; prediction; Markov chains;

D O I：

10.1109/ITI.2009.5196147

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

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.

引用

页码：559 / 564

页数：6

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