Fuzzy Logic Based Traffic Control System in Bilecik Province Bilecik Ili Ö zelinde Bulanik Mantik Tabanli Trafik Denetim Sistemi

KARAKUZU C., Topal E.

4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Türkiye, 11 - 15 Eylül 2019, ss.255-260 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/ubmk.2019.8907180
  • Basıldığı Şehir: Samsun
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.255-260
  • Anahtar Kelimeler: Bilecik province, Fuzzy control, Smart lights, SUMO, Traffic simulation
  • Bilecik Şeyh Edebali Üniversitesi Adresli: Evet

Özet

© 2019 IEEE.In this study, fuzzy logic based traffic lights control system has been simulated based on the main arterial route where the most intensive traffic flow is in Bilecik. Controller with Mamdani fuzzy model has been designed for all traffic lights on the route. The performance of this controller was observed in the SUMO simulation environment with 4 different traffic density scenarios. The results obtained have been compared with the results obtained with the currently used fixed time traffic light control. According to the comparison results, it has been shown that fuzzy logic traffic flow control provides superiority in terms of transportation time.