Bridging the Gap between Open Source Software and Vehicle Hardware for Autonomous Driving
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Abstract (arXiv)
Although many research vehicle platforms for autonomous driving have been built in the past, hardware design, source code and lessons learned have not been made available for the next generation of demonstrators. This raises the efforts for the research community to contribute results based on real-world evaluations as engineering knowledge of building and maintaining a research vehicle is lost. In this paper, we deliver an analysis of our approach to transferring an open source driving stack to a research vehicle. We put the hardware and software setup in context to other demonstrators and explain the criteria that led to our chosen hardware and software design. Specifically, we discuss the mapping of the Apollo driving stack to the system layout of our research vehicle, fortuna, including communication with the actuators by a controller running on a real-time hardware platform and the integration of the sensor setup. With our collection of the lessons learned, we encourage a faster setup of such systems by other research groups in the future.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 May 2019.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 1; 2025: 0; 2026: 1.
4 papers.
- 2024Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Drivingcited by 7
- 2021Linear Differential Games for Cooperative Behavior Planning of Autonomous Vehicles Using Mixed-Integer Programmingcited by 1
- 2022OpenPodcar: an Open Source Vehicle for Self-Driving Car Researchcited by 0
- 2026Real-World Perturbation Testing of Autonomous Driving Systemscited by 0
- 2026Real-World Perturbation Testing of Autonomous Driving Systems6 Jul 2026
- 2024Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving18 Mar 2024
- 2022OpenPodcar: an Open Source Vehicle for Self-Driving Car Research9 May 2022
- 2021Linear Differential Games for Cooperative Behavior Planning of Autonomous Vehicles Using Mixed-Integer Programming30 Sep 2021