Wireless monitoring and tracking system for vehicles: A study case in an urban scenario

被引:12
|
作者
Fernandez-Ares, A. J. [2 ]
Mora, A. M. [1 ]
Odeh, S. M. [3 ]
Garcia-Sanchez, P. [4 ]
Arenas, M. G. [2 ]
机构
[1] Univ Granada, Dept Signal Theory Telemat & Commun, ETSIIT CITIC, E-18071 Granada, Spain
[2] Univ Granada, Dept Comp Architecture & Technol Spain, ETSIIT CITIC, E-18071 Granada, Spain
[3] Bethlehem Univ, Dept Comp & Informat Syst, Bethlehem, Palestine
[4] Univ Cadiz, Sch Engn, Dept Comp Sci, Cadiz, Spain
关键词
Smart city; Smart Traffic; Urban traffic monitoring; Wireless monitoring systems; Traffic tracking systems; Traffic forecast; Traffic analysis; NEURAL-NETWORKS; TERM; PREDICTION;
D O I
10.1016/j.simpat.2016.11.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper describes the application of a Wireless Traffic Monitoring and Tracking system in the Spanish city of Granada, as an approach for addressing important tasks in the field of Smart Traffic. To this end, several nodes of the so-called MOBYWIT system have been deployed at important urban points. They collect real-time vehicles' movement information based on Bluetooth signals detection. The gathered data have been processed in several ways, showing some of the applications that the system has, such as the composition of Origin/Destination matrices, the computation of accurate displacement times, or the estimation of real traffic in short terms by means of Time Series Forecast. The obtained results validate the system and proves its value as a tool for the urban traffic flow monitoring, analysis and prediction, which could be used as a part of an intelligent transportation system. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:22 / 42
页数:21
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