An Intelligent Fuzzy Logic Based Traffic Controller

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Azarshab Mahsa; GHAZANFARI MEHDI; Heidarpoor Farnaz

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Paper Information

Journal: SRPH JOURNAL OF FUNDAMENTAL SCIENCES AND TECHNOLOGY Year:2021 | Volume:3 | Issue:1 Page(s): 10-17

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Information Journal Paper

Title

An Intelligent Fuzzy Logic Based Traffic Controller

Author(s)

Azarshab Mahsa | GHAZANFARI MEHDI | Heidarpoor Farnaz | Issue Writer Certificate

Keywords

Fuzzy logic

Fuzzy rule-based system

Traffic controller

Traffic phase sorting

Membership functions

Abstract

Increasing road congestion, travel time, number of accidents, carbon dioxide emissions, and fuel consumption are some of the consequences of growth in the vehicle population. Therefore, intelligent Traffic controllers are required to solve road traffic congestion problems. The results of prevalent methods, including preset cycle time controller and vehicle-actuated controller, indicated that they do not effectively perform at traffic peak moments. Therefore, due to the deficiency of common methods, Fuzzy logic based traffic signal controllers have attracted a lot of attention among researchers. In this article, a Fuzzy logic based algorithm for 4-way intersections is proposed and it consists of two main stages for sorting the phase and determining the green light duration. The proposed system is simulated in the MATLAB programming environment and the performance of the designed controller and a conventional controller is compared for some of the presumed conditions. The results of applying the proposed system indicate that this algorithm has a better performance in different traffic conditions in contrast to a preset cycle time controller and it can reduce the number of vehicles behind traffic lights at intersections and the waiting time of passengers.

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APA: Copy

Azarshab, Mahsa, GHAZANFARI, MEHDI, & Heidarpoor, Farnaz. (2021). An Intelligent Fuzzy Logic Based Traffic Controller. SRPH JOURNAL OF FUNDAMENTAL SCIENCES AND TECHNOLOGY, 3(1 ), 10-17. SID. https://sid.ir/paper/376565/en

Vancouver: Copy

Azarshab Mahsa, GHAZANFARI MEHDI, Heidarpoor Farnaz. An Intelligent Fuzzy Logic Based Traffic Controller. SRPH JOURNAL OF FUNDAMENTAL SCIENCES AND TECHNOLOGY[Internet]. 2021;3(1 ):10-17. Available from: https://sid.ir/paper/376565/en

IEEE: Copy

Mahsa Azarshab, MEHDI GHAZANFARI, and Farnaz Heidarpoor, “An Intelligent Fuzzy Logic Based Traffic Controller,” SRPH JOURNAL OF FUNDAMENTAL SCIENCES AND TECHNOLOGY, vol. 3, no. 1 , pp. 10–17, 2021, [Online]. Available: https://sid.ir/paper/376565/en

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