2026-05-31T07:49:09Zhttps://riuma.uma.es/rest/oai/requestoai:riuma.uma.es:10630/342952026-02-03T10:57:11Zcom_10630_2254col_10630_37953
RIUMA. Repositorio Institucional de la Universidad de Málaga
author
Martín, Juan
author
Khatib, Emil Jatib
author
Lázaro-Legaz, Pedro
author
Barco-Moreno, Raquel
2024-10-03T11:42:46Z
2024-10-03T11:42:46Z
2019-10-15
Martín, J.; Khatib, E.J.; Lázaro, P.; Barco, R. Traffic Monitoring via Mobile Device Location. Sensors 2019, 19, 4505.
https://hdl.handle.net/10630/34295
10.3390/s19204505
Measuring traffic in real time is one of the main functionalities of Smart Cities. To reduce the costs of deployment and operation, traffic measurement with mobile devices has been widely studied. In this paper, a traffic monitoring system using mobile devices is proposed. The proposed algorithm has the advantage of having a very low computational cost, allowing most of the pre-processing to be done in the mobile device and therefore making possible the centralized collection of a massive number of measurements. The proposed system is composed of three algorithms; a map-matching algorithm to correct minor location errors, a Virtual Inductive Loop that estimates the traffic and a traffic data collector that aggregates the information from many devices and combines it with other information sources. The system has been tested in a real scenario, comparing its accuracy with a traditional traffic sensor, showing its accuracy.
eng
Attribution 4.0 Internacional
Global Positioning System
Telecomunicaciones
Traffic Monitoring via Mobile Device Location.
journal article
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URL
https://riuma.uma.es/bitstreams/30b9dfa7-f596-4c7b-b1a3-513376793e4c/download
File
MD5
54e3f3a71981350603e8e64e00ebb552
4608839
application/pdf
sensors-19-04505.pdf