Enhancements to the Intelligent Driver Model
2010 (English)In: TRB 89th annual meeting Compendium of Papers DVD, Washington D.C.: Transportation Research Board , 2010Conference paper (Other academic)
This paper presents a modified version of the Intelligent Driver Model (IDM) [M. Treiber, A. Hennecke, and D. Helbing, Phys. Rev. E. 62, 2 (2000)]. The IDM is a car-following model. A car-following model controls the accelerations of individual vehicles in a microscopic traffic simulation model. The original IDM has been observed to result in negative vehicle accelerations in situations where the distance to the preceding vehicle is much larger than the estimated desired safety distance. In this paper, we propose a modified function for the interaction with preceding vehicles which do not include this model property. A comparison of the results of simulations with the original and the modified IDM shows that the modified IDM results in higher average speed for a specific flow, a less steep speed-flow relationship and higher capacity. The speed-flow relationships of simulations with the modified IDM are also shown to better match the speed-flow relationships in real traffic on Swedish freeways. The differences between the results for the original and the modified IDM increase if the models are extended to include drivers' anticipation of the downstream traffic condition.
Place, publisher, year, edition, pages
Washington D.C.: Transportation Research Board , 2010.
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-17452OAI: oai:DiVA.org:liu-17452DiVA: diva2:209516
Transportation Research Board 89th Annual Meeting