Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: InTAS -- The Ingolstadt Traffic Scenario for SUMO   Vehicular Ad Hoc Networks (VANETs) are expected to be the next big step
towards safer road transport, supporting applications to exchange information
between vehicles. To develop novel applications for this area a high number of
tests, considering all traffic situations, are demanded. However, it is
unfeasible to reproduce these tests in real life, by the fact that any failure
on the applications would cause severe impacts on transport system safety and
could risk human lives. Thus, this paper presents the concept, model, and
validation for InTAS, a realistic traffic scenario for Ingolstadt. InTAS road
topology accurately represents Ingolstadt real road map. Elements such as
buildings, bus stops, and traffic lights were added to the map. Twenty traffic
lights systems were simulated according to the real program deployed on the
traffic lights. Traffic demand was modeled based on the activitygen method,
considering demographic data and real-traffic information. The city public
transport system was also simulated accordingly to bus time-tables and their
routes. The simulation step was implemented considering the best value for
device.rerouting.probability, which was defined by evaluating InTAS output and
real traffic data. The scenario was validated by comparing real-traffic data
from 24 measurement points with InTAS simulation results.

2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn
23
The categories of this paper are: solv-int
28
The categories of this paper are: alg-geom
8
The categories of this paper are: hep-ex
33
The categories of this paper are: plasm-ph
34
The categories of this paper are: chem-ph
25
The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
37
The categories of this paper are: supr-con
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
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The categories of this paper are: gr-qc
12
The categories of this paper are: nucl-th
18
The categories of this paper are: econ
36
The categories of this paper are: cmp-lg