Semrau, Marc and Erdmann, Jakob and Rieken, Jens and Friedrich, Bernhard (2017) Modelling and calibrating situation adaptive lane changing and merging behavior on Chinese elevated roads. In: Proceedings of the SUMO User Conference 2017, 31, pp. 15-28. DLR. SUMO User Conference, 8.-10. Mai 2017, Berlin. ISSN 1866-721X
![]() |
PDF
6MB |
Abstract
This paper describes the extension and the calibration of a driver model in SUMO that enables a situation adaptive driver behavior for lane changing and merging processes. The extensions are tailored to improve the representation of Chinese traffic dynamics but are expected to yield improvements for other regions of the world as well. To design and calibrate the model extensions FOT (field operational test) Data is used to analyze which influence critical traffic situations have on driving behavior. The results are discussed and findings for driver models as well as for piloted driving systems are derived. To this end a detailed evaluation of merging and lane change behavior with respect to different traffic situations is conducted. Subsequently the model extensions of emotion-memory and lateral encroachment are explained and its implementation and calibration discussed. Finally the resulting Driver model is validated by using real world data from Chinese elevated road interchanges and merging areas.
Item URL in elib: | https://elib.dlr.de/118860/ | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Document Type: | Conference or Workshop Item (Speech) | |||||||||||||||
Title: | Modelling and calibrating situation adaptive lane changing and merging behavior on Chinese elevated roads | |||||||||||||||
Authors: |
| |||||||||||||||
Date: | 8 May 2017 | |||||||||||||||
Journal or Publication Title: | Proceedings of the SUMO User Conference 2017 | |||||||||||||||
Refereed publication: | Yes | |||||||||||||||
Open Access: | Yes | |||||||||||||||
Gold Open Access: | No | |||||||||||||||
In SCOPUS: | No | |||||||||||||||
In ISI Web of Science: | No | |||||||||||||||
Volume: | 31 | |||||||||||||||
Page Range: | pp. 15-28 | |||||||||||||||
Editors: |
| |||||||||||||||
Publisher: | DLR | |||||||||||||||
Series Name: | Berichte aus dem DLR-Institut für Verkehrssystemtechnik | |||||||||||||||
ISSN: | 1866-721X | |||||||||||||||
Status: | Published | |||||||||||||||
Keywords: | Heterogeneous traffic, Driver Model, Testing ADAS | |||||||||||||||
Event Title: | SUMO User Conference | |||||||||||||||
Event Location: | Berlin | |||||||||||||||
Event Type: | international Conference | |||||||||||||||
Event Dates: | 8.-10. Mai 2017 | |||||||||||||||
Organizer: | DLR | |||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | |||||||||||||||
HGF - Program: | Transport | |||||||||||||||
HGF - Program Themes: | Traffic Management (old) | |||||||||||||||
DLR - Research area: | Transport | |||||||||||||||
DLR - Program: | V VM - Verkehrsmanagement | |||||||||||||||
DLR - Research theme (Project): | V - I.MoVe (old) | |||||||||||||||
Location: | Berlin-Adlershof | |||||||||||||||
Institutes and Institutions: | Institute of Transportation Systems > Evaluation of Transportation | |||||||||||||||
Deposited By: | Erdmann, Jakob | |||||||||||||||
Deposited On: | 09 Feb 2018 07:52 | |||||||||||||||
Last Modified: | 31 Jul 2019 20:16 |
Repository Staff Only: item control page