Improving traffic and emergency vehicle clearence at congested intersections using fuzzy inference engine
| Autor: | Rajeev Paulus, Aditi Agrawal |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
General Computer Science
Computer science ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS Control (management) Real-time computing Single intersection Traffic flow Fuzzy logic Traffic intensity Emergency vehicle Fuzzy inference engine Control system Intelligent traffic light control Electrical and Electronic Engineering Heavy traffic Emergency vehicle anticipation Intersection (aeronautics) |
| Zdroj: | International Journal of Electrical and Computer Engineering (IJECE). 11:3176 |
| ISSN: | 2722-2578 2088-8708 |
| DOI: | 10.11591/ijece.v11i4.pp3176-3185 |
| Popis: | Traffic signals play an important role in controlling and coordinating the traffic movement in cities especially in urban areas. As the traffic is exponentially increasing in cities and the pre-timed traffic light control is insufficient in effective timing of the traffic lights, it leads to poor traffic clearance and ultimately to heavy traffic congestion at intersections. Even the Emergency vehicles like Ambulance and Fire brigade are struck at such intersections and experience a prolonged waiting time. An adaptive and intelligent approach in design of traffic light signals is desirable and this paper contributes in applying fuzzy logic to control traffic signal of single four-way intersection giving priority to the Emergency vehicle clearance. The proposed control system is composed of two parallel controllers to select the appropriate lane for green signal and also to decide the appropriate green light time as per the real time traffic condition. Performance of the proposed system is evaluated by using simulations and comparing with pre-timed control system in changing traffic flow condition. Simulation results show significant improvement over the pre-timed control in terms of traffic clearance and lowering of Emergency vehicle wait time at the intersection especially when traffic intensity is high. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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