DocumentCode
3013818
Title
A novel fuzzy method to traffic light control based on unidirectional selective cellular automata for urban traffic
Author
Shakeri, Moein ; Deldari, Hossein ; Rezvanian, Alireza ; Foroughi, Homa
Author_Institution
Dept. of Comput. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran
fYear
2008
fDate
24-27 Dec. 2008
Firstpage
300
Lastpage
305
Abstract
Vehicular travel which demands on the concurrent operations and parallel activities is increasing throughout the world. In this paper to control urban traffic, we study the optimization of traffic light controller in a city and present a fuzzy algorithm based on cellular automata. In existent system factors like priority of streets of intersection and width/length of streets are assumed equal. However, in real situations parameters like time during the day, density of vehicles of street and number of shopping centers have determinant effects on amount of traffic of streets. To overcome such limitations we propose a three leveled fuzzy system. At first level priority of street is computed based on fuzzy rules. At second level real velocity of vehicles is calculated. We use CA for simulating vehicles´ density transmission. At third level by regarding priority of street and amount of density, decision for changing status of traffic light is done.
Keywords
cellular automata; fuzzy control; road traffic; road vehicles; fuzzy algorithm; fuzzy control; fuzzy rule; three leveled fuzzy system; traffic light control; unidirectional selective cellular automata; urban traffic control; vehicle density transmission; vehicular travel; Automated highways; Automatic control; Cities and towns; Computer networks; Fuzzy control; Fuzzy systems; Lighting control; Telecommunication traffic; Traffic control; Vehicles; Cellular Automata Model; Fuzzy Control; Traffic Control; Traffic Light Control; Unidirectional Selective Cellular Automata; Urban Traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on
Conference_Location
Khulna
Print_ISBN
978-1-4244-2135-0
Electronic_ISBN
978-1-4244-2136-7
Type
conf
DOI
10.1109/ICCITECHN.2008.4803071
Filename
4803071
Link To Document