Dear SUMO Devs and MailingList Subscribers,

 

First: A short introduction of myself. My name is Marcus Müller, I am
currently studying 

Electrical Engineering in Munich, Germany. My Bachelorthesis’ Topic was the
making of 

a Support Vector Machine (SVM) powered gesture Control for robots. In the
upcoming 

Masterthesis I plan to stick with machine learning (ensemble methods) as
well to solve a 

Car-accident related problem. 

 

For that I thought about generating some ‘artificial’ Training Data with
SUMO first. I checked out 

The FAQs and Tutorials and found that accidents are not a real content of
SUMO yet. 

I would like to force an accident by making one car ignoring traffic lights,
speed limits or taking 

a forbidden u-turn, etc. I don’t need to simulate the accident itself (crash
physics). It would be enough to have two cars 

touching each other. I then would like to go a few milliseconds in the past,
starting from the moment of the crash, and vary 

a bit the figures which lead to the accident (e.g. relative speed, car
angles,…). During my research I found SUMO’s Car-Following-Models

and wonder now, whether it is possible to achieve such behavior (like
ignoring traffic lights) with the help of my own cfm. Or would you suggest 

another approach to get this done? 

Furthermore, I would be interested in varying physical parameters, like
street conditions (wet, icy). Is there already something for that or 

would I need to implement it. (Maybe changing deceleration could solve this
particular problem, but I would like to know how SUMO implements 

Physics in general, or whether it doesn’t – is there smthg like a physical
car model?).

 

Many, many thanks in advance for your help and best regards,

 

Marcus

 

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