An Efficient Distributed Traffic Events Generator for Smart Highways

Autor:	Mohamed Youssfi, Omar Bouattane, Abdelaziz Daaif, Oum El Kheir Abra
Rok vydání:	2017
Předmět:	Speedup Traffic analysis General Computer Science Computer science Multi-agent system Real-time computing Graph (abstract data type) Logical data model Implementation
Zdroj:	International Journal of Advanced Computer Science and Applications. 8
ISSN:	2156-5570 2158-107X
DOI:	10.14569/ijacsa.2017.080717
Popis:	This paper deals with a spatiotemporal traffic events generator for real highway networks. The goal is to use the event generator to test real-time and batch traffic analysis applications. In this context, we represent a highway network as an oriented graph based on the geographic data of the different sensors locations. The traffic is generated based on a socio-cultural calendar using a virtual clock to speed up the simulation process. In order to enable our generator to support the global worldwide highway networks, we propose a dynamic sized distributed architecture based on multi-agent systems. In this platform, we distinguish the physical model based on sensors from the logical model based on an oriented graph. The architecture of the simulator and the results of some of its implementations applied to the Moroccan highway network are presented.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::e2811be2404ab70d7a1fd6d33d3c947f https://doi.org/10.14569/ijacsa.2017.080717 Zobrazit plný text záznamu