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Improving Traffic Light Control by Means of Fuzzy Logic (CROSBI ID 665585)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Vogel, Alan ; Oremović, Izidor ; Šimić, Robert ; Ivanjko, Edouard Improving Traffic Light Control by Means of Fuzzy Logic // Proceedings of 60th International Symposium ELMAR-2018 / Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka et al. (ur.). Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2018. str. 51-56 doi: 10.23919/ELMAR.2018.8534692

Podaci o odgovornosti

Vogel, Alan ; Oremović, Izidor ; Šimić, Robert ; Ivanjko, Edouard

engleski

Improving Traffic Light Control by Means of Fuzzy Logic

In urban areas, the traffic demand grows every year due to the constantly increasing number of vehicles. The consequence is a capacity drop of the roads followed by traffic problems like congestion, reduced travel time, increased fuel consumption, etc. This paper presents an adaptive traffic light controller based on fuzzy logic for improving the traffic flow on an isolated intersection. A set of fuzzy rules has been made that, using the collected information from road detectors (queue length, arrival flow, and exit flow), computes the amount of time for which the next phase should be shortened or extended. The proposed fuzzy control system is constituted of two parts: one for the primary driveway (with a higher volume of vehicles) and for the secondary driveway (with a lower volume of vehicles). The proposed controller is compared with a fixed signal program in three scenarios with different traffic demand proofing the effectiveness of the developed decision rules.

Intelligent transport systems ; Traffic light control ; Microscopic simulation ; Urban intersections ; Fuzzy logic

IEEE Catalog Nr.: CFP18825-PRT

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Podaci o prilogu

51-56.

2018.

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objavljeno

978-953-184-244-0

10.23919/ELMAR.2018.8534692

Podaci o matičnoj publikaciji

Proceedings of 60th International Symposium ELMAR-2018

Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana

Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu

1334-2630

Podaci o skupu

60th International Symposium ELMAR-2018

predavanje

16.09.2018-19.09.2018

Zagreb, Hrvatska

Povezanost rada

Trošak objave rada u otvorenom pristupu

Elektrotehnika, Računarstvo, Tehnologija prometa i transport

Poveznice
Indeksiranost