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An Algorithm based on VANET Technology to Count Vehicles Stopped at a Traffic Light
- Source :
- International Journal of Intelligent Transportation Systems Research. 18:122-139
- Publication Year :
- 2019
- Publisher :
- Springer Science and Business Media LLC, 2019.
-
Abstract
- Vehicular Ad hoc Networks (VANETs) have gained considerable attention in the past few years due to their promising applicability in relation to the Intelligent Transportation Systems (ITSs). This emerging new technology will provide timely information to develop adaptive traffic light control systems that will allow a significant optimization of the vehicular traffic flow. In this paper, we introduce a novel algorithm for counting vehicles stopped at a traffic light using VANET technology. The algorithm is based on the idea of the propagation of a count request message from the RSU (originating unit) toward the vehicles that are at the end of the waiting line, and the propagation of a response message (with the number of vehicles counted) in the opposite direction, that is, from the vehicles at the end of the line toward the RSU. For this, our algorithm uses BEACON messages periodically to exchange the necessary information between any two 1-hop neighbors. Using the data received from BEACON messages, each vehicle can maintain its own neighbors list. To validate and evaluate the performance of our proposal, we use Veins (Vehicle in Network Simulation) and TraCI (Traffic Control Interface). The former is a framework that ties together a network simulator (OMNeT++) with a road traffic simulator (SUMO), and the latter is an API for the communications between both simulators by providing TCP connections between each other. The results of the simulations performed in different scenarios are encouraging since they indicate that the proposed algorithm efficiently computes a number of vehicles very close to the real one, using a few control messages.
- Subjects :
- 050210 logistics & transportation
Vehicular ad hoc network
Relation (database)
Wireless ad hoc network
Computer science
General Neuroscience
Applied Mathematics
Interface (computing)
ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS
05 social sciences
Aerospace Engineering
010501 environmental sciences
Traffic flow
01 natural sciences
Computer Science Applications
Network simulation
Control and Systems Engineering
Control system
0502 economics and business
Automotive Engineering
Algorithm
Intelligent transportation system
Software
0105 earth and related environmental sciences
Information Systems
Subjects
Details
- ISSN :
- 18688659 and 13488503
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- International Journal of Intelligent Transportation Systems Research
- Accession number :
- edsair.doi...........e4bf107c8815ec5bed9114837f8b1e0b
- Full Text :
- https://doi.org/10.1007/s13177-019-00184-3