Eisemann, Leon (Porsche Engineering Group GmbH), Neis, Nicole (Porsche Engineering Group GmbH), Beyerer, Jürgen (Fraunhofer Institute of Optronics, Systems Technologies and Imag), Maucher, Johannes (Stuttgart Media University)

Repetition, Replay, Replica - A Survey on the Understanding of Resimulation in the Context of Automated Driving

Scheduled for presentation during the Poster Session "Validation, simulation, and virtual testing I" (WeAT14), Wednesday, September 25, 2024, 10:30−12:30, Foyer

2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), September 24- 27, 2024, Edmonton, Canada

This information is tentative and subject to change. Compiled on October 7, 2024

Abstract

Extensive tests and evaluations of highly automated driving functions are a key factor for the successful introduction of autonomous vehicles. A widespread approach is the extraction or replay of information recorded in a real-world application, for testing systems in open- or closed-loop. The overall process is commonly referred to as resimulation. However, although the term is broadly used, its exact definition is open. In this paper, we perform a Systematic Literature Review to identify the common ground between different understandings, supported by an analysis of further related work. We investigate the current understandings, considered components, levels of detail, and applications of resimulation as well as which standards and tools are used for it. In this context, we further come up with a definition of resimulation suitable for future applications in the automotive domain.