JOURNAL ARTICLE

Optimized traffic signal control system at traffic intersections using VANET

Abstract

Traditional Automated traffic signal control systems normally schedule the vehicles at intersection in a pre timed slot manner. This pre-timed controller approach fails to minimize the waiting time of vehicles at the traffic intersection since it doesn't not consider the arrival time of vehicles. To overcome this problem an adaptive and intelligent traffic control system is proposed here by implementing the platooning and oldest job first algorithm. In the proposed system, a traffic signal controller with wireless radio installed is placed at the intersection and it is assumed as infrastructure of VANET. All the vehicles are equipped with onboard location and speed sensors and a wireless radio to communicate with the infrastructure thereby VANET is formed. Once enter into the boundary of traffic area, the vehicles broadcast their positional information as data packet with their encapsulated ID in it. The controller at the intersection receives the transmitted packets from all the legs of intersection and then stores them in a log file. Now the controller runs Platooning algorithm which groups the vehicles into approximately equal size of platoons or groups according to the time. The platoons are formed on the basis of data disseminated by the vehicles. Then the controller runs Oldest Job First algorithm which treats platoons as jobs. The algorithm schedules jobs in conflict free manner and ensures all the jobs utilize equal processing time i.e the vehicles of each platoons cross the intersection at equal delays. The proposed approach is evaluated under various traffic volumes and the performance is analyzed.

Keywords:
Vehicular ad hoc network Computer science Computer network SIGNAL (programming language) Traffic signal Control (management) Traffic optimization Real-time computing Floating car data Telecommunications Wireless ad hoc network Transport engineering Wireless Engineering Traffic congestion Artificial intelligence

Metrics

10
Cited By
0.49
FWCI (Field Weighted Citation Impact)
5
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Traffic control and management
Physical Sciences →  Engineering →  Control and Systems Engineering
Vehicular Ad Hoc Networks (VANETs)
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Traffic Prediction and Management Techniques
Physical Sciences →  Engineering →  Building and Construction

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