Publication de 12 numéros par an
ISSN Imprimer: 0040-2508
ISSN En ligne: 1943-6009
Indexed in
INTELLIGENT OPTIMAL CONTROL OF URBAN TRAFFIC LIGHTS BASED ON FUZZY CONTROL
RÉSUMÉ
Traffic congestion is an important problem of urban traffic. In this paper, the intelligent optimal control of traffic lights was studied. Firstly, the theory of traffic light control was introduced, then the principle and steps of fuzzy control were analyzed, the fuzzy control method of traffic lights was designed, and the simulation experiment was carried out in MATLAB environment. The results showed that the control effect of the method proposed in this study was good under different traffic flow, the average delay time was reduced by 22.58%, 22.65%, and 6.7%, respectively, and the average queue length was reduced by 35.19%, 31.63%, and 27.92%, respectively. The experimental results show that the proposed method is effective for the intelligent optimal control of traffic lights and has a role in easing traffic congestion, which is worth promotion and application.
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Patidar Prasoon, Dobson Geoffrey B., Carley Kathleen M., Agarwal Yuvraj, Optimizing Adaptation of Smart Traffic Lights with Resource Constraints, 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 2021. Crossref