Naslov
Ramp Metering on Urban Motorways

Autori
Gregurić, Martin ; Mandžuka, Sadko ; Ivanjko, Edouard

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
NT 2018: New Technologies, Development and Application / Karabegović, Isak - Cham : Springer, 2019, 332-337

ISBN
978-3-319-90892-2

Skup
4th International Conference "New Technologies and Applications" (NT-2018)

Mjesto i datum
Sarajevo, Bosna i Hercegovina, 28.06.2018. - 30.06.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
urban motorways, ramp metering, traffic control, machine learning

Sažetak
Reduced Level of Service on urban motorways, which actually represents evolved urban bypasses, is the product of two overlapping problems. First of them is related to the heavy congestions, and the second one is related to the unavailable constructional build-up of their capacities since they are surrounded by the urban and traffic infrastructure. In order to cope with those problems, it is necessary to introduce urban motorway control methods such as for example ramp metering (RM). The main goal of RM is to increase the throughput of urban motorways by restricting access of on- ramp traffic to mainstream traffic by using special traffic lights. In this paper, an overview of currently most used RM algorithms (ALINEA, SWARM, and HELPER) and their fundamental deficiency in partial problem solving for different traffic scenarios is given. A new RM algorithm based on the Adaptive Neuro-Fuzzy System neural network called INTEGRA is also described.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Tehnologija prometa i transport

Napomena
Part of the Lecture Notes in Networks and Systems book series (LNNS, volume 42)

POVEZANOST RADA