Title :
Modeling urban traffic: A cellular automata approach
Author :
Tonguz, Ozan K. ; Viriyasitavat, Wantanee ; Bai, Fan
fDate :
5/1/2009 12:00:00 AM
Abstract :
In this article we introduce a new cellular automata approach to construct an urban traffic mobility model. Based on the developed model, characteristics of global traffic patterns in urban areas are studied. Our results show that different control mechanisms used at intersections such as cycle duration, green split, and coordination of traffic lights have a significant effect on intervehicle spacing distribution and traffic dynamics. These findings provide important insights into the network connectivity behavior of urban traffic, which are essential for designing appropriate routing protocols for vehicular ad hoc networks in urban scenarios.
Keywords :
ad hoc networks; cellular automata; routing protocols; telecommunication traffic; cellular automata; cycle duration; global traffic patterns; green split; intervehicle spacing distribution; routing protocols; traffic dynamics; traffic lights coordination; urban traffic mobility model; vehicular ad hoc networks; Automata; Communication system traffic control; Computational modeling; Humans; Pattern analysis; Roads; Telecommunication traffic; Traffic control; Transportation; Vehicles;
Journal_Title :
Communications Magazine, IEEE
DOI :
10.1109/MCOM.2009.4939290