Generation of Realistic Activity Scenarios for SUMO

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Abstrakt

The SUMO traffic simulator is a mainstream tool that allows to model and analyse traffic and mobility scenarios.

Fully realistic scenarios can be appealing for many use cases, but they require an initial large investment of resources for their creation. In fact, the usual workflow comprises the manual creation of a statistics file with detailed information about the city and its properties, up to describing how many people live and work on each road. This step is followed by the application of the tool ActivityGEN to generate activity-based traffic.

Current alternatives are based on simple randomly generated traffic, such as by means of the tool RandomTrips.

We present a compromise between the two approaches, consisting of mathematical techniques to generate schools, city gates, population density with residential and industrial areas, and a city centre. We also introduce an accompanying tool, \tool, which implements the approach to create ActivityGEN statistics files automatically. Evaluation of generated scenarios shows that population and industry density, schools, and city-gates are placed realistically through testing on five representative Danish cities. The approach is also compared with the output of the tool RandomTrips and the LuST scenario.
OriginalsprogEngelsk
TitelProceedings of 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
ForlagEuropean Alliance for Innovation (EAI)
DOI
StatusAccepteret/In press - 11 dec. 2020
Begivenhed17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services - Darmstadt, Tyskland
Varighed: 9 dec. 202011 dec. 2020

Konference

Konference17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
LandTyskland
ByDarmstadt
Periode09/12/202011/12/2020

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