Organic Computing-Driven Vehicles in a Reproducible Test Setup for CARLA Simulator

This work presents a new reproducible test framework for Organic Computing (OC) applications in autonomous driving. We solve two major problems in performing reproducible experiments. First, we demonstrate a simple and inexpensive approach to recreate a test environment within the CARLA simulator to investigate accidents in depth as close to the real environment as possible. Secondly, we implement a new script-based framework to control mechanisms for generating repeatable experiments, ensuring consistent experimental results and verifying accurate trajectories.

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Publication Details

Published
2025-05-26
DOI
https://doi.org/10.1109/isorc65339.2025.00054
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Organic Computing-Driven Vehicles in a Reproducible Test Setup for CARLA Simulator

Uwe Brinkschulte, Mathias Pacher, Kathrin Scherer, T. Kisselbach
Real-time simulation and control systems
article

Organic Computing-Driven Vehicles in a Reproducible Test Setup for CARLA Simulator

Uwe Brinkschulte, Mathias Pacher, Kathrin Scherer, T. Kisselbach
article en

Abstract

This work presents a new reproducible test framework for Organic Computing (OC) applications in autonomous driving. We solve two major problems in performing reproducible experiments. First, we demonstrate a simple and inexpensive approach to recreate a test environment within the CARLA simulator to investigate accidents in depth as close to the real environment as possible. Secondly, we implement a new script-based framework to control mechanisms for generating repeatable experiments, ensuring consistent experimental results and verifying accurate trajectories.

Goethe University Frankfurt (DE), Deutsche Homöopathie-Union (DE)
Openalex Percentile: Top 67%
Real-time simulation and control systems
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