Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆

K. Malena, C. Link, S. Mertin, S. Gausemeier, A. Trächtler, in: 2021 IEEE Transportation Electrification Conference & Expo (ITEC), IEEE, Chicago, IL, USA , 2021.

Conference Paper | Published | English
Abstract
This paper deals with a novel method for the online fitting of a microscopic traffic simulation model to the current state of a real world traffic area. The traffic state estimation is based on limited data of different measurement sources and guarantees general accordance of reality and simulation in terms of multimodal road traffic counts and vehicle speeds. The research is embedded in the challenge of improving the traffic by controlling the traffic light systems (TLS) of the examined area. Therefore, the current traffic state and the predicted route choices of individual road users are the matter of interest. The concept is generally transferable to any road traffic system. To give an impression of the accuracy and potential of the approach, the validation and first application results are presented.
Publishing Year
Proceedings Title
2021 IEEE Transportation Electrification Conference & Expo (ITEC)
Conference
2021 IEEE Transportation Electrification Conference & Expo (ITEC)
Conference Date
2021-05-21 – 2021-05-25
LibreCat-ID

Cite this

Malena K, Link C, Mertin S, Gausemeier S, Trächtler A. Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆. In: 2021 IEEE Transportation Electrification Conference & Expo (ITEC). IEEE; 2021. doi:10.1109/itec51675.2021.9490087
Malena, K., Link, C., Mertin, S., Gausemeier, S., & Trächtler, A. (2021). Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆. 2021 IEEE Transportation Electrification Conference & Expo (ITEC). 2021 IEEE Transportation Electrification Conference & Expo (ITEC). https://doi.org/10.1109/itec51675.2021.9490087
@inproceedings{Malena_Link_Mertin_Gausemeier_Trächtler_2021, place={Chicago, IL, USA }, title={Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆}, DOI={10.1109/itec51675.2021.9490087}, booktitle={2021 IEEE Transportation Electrification Conference & Expo (ITEC)}, publisher={IEEE}, author={Malena, Kevin and Link, Christopher and Mertin, Sven and Gausemeier, Sandra and Trächtler, Ansgar}, year={2021} }
Malena, Kevin, Christopher Link, Sven Mertin, Sandra Gausemeier, and Ansgar Trächtler. “Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆.” In 2021 IEEE Transportation Electrification Conference & Expo (ITEC). Chicago, IL, USA : IEEE, 2021. https://doi.org/10.1109/itec51675.2021.9490087.
K. Malena, C. Link, S. Mertin, S. Gausemeier, and A. Trächtler, “Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆,” presented at the 2021 IEEE Transportation Electrification Conference & Expo (ITEC), 2021, doi: 10.1109/itec51675.2021.9490087.
Malena, Kevin, et al. “Validation of an Online State Estimation Concept for Microscopic Traffic Simulations◆.” 2021 IEEE Transportation Electrification Conference & Expo (ITEC), IEEE, 2021, doi:10.1109/itec51675.2021.9490087.

Link(s) to Main File(s)
Access Level
Restricted Closed Access
External material:
Confirmation Letter

Export

Marked Publications

Open Data LibreCat

Search this title in

Google Scholar
ISBN Search