DocumentCode
2427054
Title
An IntelliDrive application for reducing traffic congestions using agent-based approach
Author
Arnaout, Georges M. ; Khasawneh, Mahmoud T. ; Zhang, Jun ; Bowling, Shannon R.
Author_Institution
Dept. of Eng. Manage. & Syst. Eng., Old Dominion Univ., Norfolk, VA, USA
fYear
2010
fDate
23-23 April 2010
Firstpage
221
Lastpage
224
Abstract
Traffic congestion on highways has increased dramatically in the last two decades. As more and more cars are put on the road each year, traffic congestion is becoming more complex and unpredictable than ever before as people try to avoid it by changing their schedules and routes. IntelliDriveSM is a suite of technologies and applications that use wireless communications to provide connectivity that can deliver transformational safety, mobility, and environmental improvements in surface transportation . This paper will present an IntelliDrive agent-based model of traffic congestion and examine the impact of one vehicle on a system limited to a single traffic lane. The cars interaction is based on IntelliDrive vehicle-to-infrastructure communications. The mean speed of the cars is analyzed and the evolution of traffic congestion is observed with the passage of time. Can a single agent influence the dynamics of traffic flow on a complex network? Furthermore, can an "Intelligent-car" annul the oscillatory behavior (stop and go) resulting from the acceleration and deceleration of the other vehicles? Theoretical results are presented and a solution to reduce traffic congestions and also minimize accidents is also proposed, based on implementing one IntelliDrive-equipped vehicle, among a certain number of cars in a single-lane circuit. The approach that was finally selected and several other schemes that were considered are described.
Keywords
automated highways; automobiles; radiocommunication; traffic engineering computing; IntelliDrive agent based model; IntelliDrive vehicle to infrastructure communication; IntelliDriveSM; highways; intelligent car; single lane circuit; surface transportation; traffic congestion reduction; wireless communications; Acceleration; Complex networks; Intelligent vehicles; Road transportation; Safety; Samarium; Telecommunication traffic; Traffic control; Vehicle dynamics; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Information Engineering Design Symposium (SIEDS), 2010 IEEE
Conference_Location
Charlottesville, VA
Print_ISBN
978-1-4244-7519-3
Type
conf
DOI
10.1109/SIEDS.2010.5469648
Filename
5469648
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