DocumentCode :
1453198
Title :
A Cooperative Approach to Traffic Congestion Detection With Complex Event Processing and VANET
Author :
Terroso-Sáenz, Fernando ; Valdés-Vela, Mercedes ; Sotomayor-Martínez, Cristina ; Toledo-Moreo, Rafael ; Gómez-Skarmeta, Antonio F.
Author_Institution :
Dept. of Inf. & Commun. Eng., Univ. of Murcia, Murcia, Spain
Volume :
13
Issue :
2
fYear :
2012
fDate :
6/1/2012 12:00:00 AM
Firstpage :
914
Lastpage :
929
Abstract :
Currently, distributed traffic information systems have come up as one of the most important approaches for detecting traffic flow problems on a road. For that purpose, they usually make use of the location information that vehicles share among them through periodical messages that are transmitted across a vehicular ad hoc network (VANET). This paper puts forward an event-driven architecture (EDA) as a novel mechanism to get insight into VANET messages to detect different levels of traffic jams; furthermore, it also takes into account environmental data that come from external data sources, such as weather conditions. The proposed EDA has been developed through the complex-event-processing technology. Simulation tests show that the proposed mechanism can detect traffic congestions, which involve different numbers of lanes and lengths with short delay.
Keywords :
automated highways; traffic information systems; vehicular ad hoc networks; EDA; ITS; VANET; complex-event-processing technology; cooperative approach; distributed traffic information system; environmental data; event-driven architecture; external data source; intelligent transportation systems; location information; periodical message; road traffic flow congestion detection; traffic jam level; vehicular ad hoc network; weather condition; Ad hoc networks; Meteorology; Monitoring; Proposals; Roads; Sensors; Vehicles; Complex event processing (CEP); event-driven architecture (EDA); traffic information systems (TISs); vehicular ad hoc network (VANET);
fLanguage :
English
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1524-9050
Type :
jour
DOI :
10.1109/TITS.2012.2186127
Filename :
6155607
Link To Document :
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