DESIGNING A FUZZY LOGIC CONTROLLER FOR A SINGLE INTERSECTION: A CASE STUDY IN GAZIANTEP

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dc.contributor.authorDereli, Turkay
dc.contributor.authorCetinkaya, Cihan
dc.contributor.authorCelik, Nazmiye
dc.date.accessioned2025-01-06T17:36:06Z
dc.date.available2025-01-06T17:36:06Z
dc.date.issued2018
dc.description.abstractThe traffic problem is a multidimensional problem and traffic lights are the key points to solving this problem. Thus, optimum green light duration helps reduce the traffic congestion. Queue length during red light and remaining vehicles in line after green light are important parameters for the determination of the green light duration. In this paper, a single intersection is taken into account with mentioned two inputs of fuzzy logic controller considering each intersection approach one by one. The output variables are chosen as phase selection and extend of green light duration. Unlike many other studies, these output variables are combined into one system based on modal distinction. Each approach is normalized according to the number of lanes to calculate a membership function value: because of different capacities of intersection approaches. The model is solved using MATLAB fuzzy inference system. The delay parameter is considered as performance measurement. Accordingly, proposed model is compared with various traditional models in literature. Finally, the model is evaluated using ANN (artificial neural network modeling) and ANFIS (adaptive neuro-fuzzy inference system) and then the consistency of the results is checked. Results show that the fuzzy controller can effectively minimize total delay and it is superior to compared methods.
dc.identifier.endpage781
dc.identifier.issn1304-7205
dc.identifier.issn1304-7191
dc.identifier.issue3
dc.identifier.startpage767
dc.identifier.urihttps://hdl.handle.net/20.500.14669/1756
dc.identifier.volume36
dc.identifier.wosWOS:000445810300014
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherYildiz Technical Univ
dc.relation.ispartofSigma Journal of Engineering and Natural Sciences-Sigma Muhendislik Ve Fen Bilimleri Dergisi
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectAdaptive neuro-fuzzy
dc.subjectartificial neural network
dc.subjectfuzzy logic controller
dc.subjectGaziantep
dc.subjectsingle intersection
dc.subjecttraffic light
dc.titleDESIGNING A FUZZY LOGIC CONTROLLER FOR A SINGLE INTERSECTION: A CASE STUDY IN GAZIANTEP
dc.typeArticle

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