Self-Driving Vehicle Verification Towards a Benchmark

June 20, 2018 ยท The Ethereal ยท ๐Ÿ› arXiv.org

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Nima Roohi, Ramneet Kaur, James Weimer, Oleg Sokolsky, Insup Lee arXiv ID 1806.08810 Category cs.LO: Logic in CS Cross-listed cs.RO, eess.SY Citations 15 Venue arXiv.org Last Checked 6 months ago
Abstract
Industrial cyber-physical systems are hybrid systems with strict safety requirements. Despite not having a formal semantics, most of these systems are modeled using Stateflow/Simulink for mainly two reasons: (1) it is easier to model, test, and simulate using these tools, and (2) dynamics of these systems are not supported by most other tools. Furthermore, with the ever growing complexity of cyber-physical systems, grows the gap between what can be modeled using an automatic formal verification tool and models of industrial cyber-physical systems. In this paper, we present a simple formal model for self-deriving cars. While after some simplification, safety of this system has already been proven manually, to the best of our knowledge, no automatic formal verification tool supports its dynamics. We hope this serves as a challenge problem for formal verification tools targeting industrial applications.
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