Probabilistic Temporal Logic Falsification of Cyber-Physical Systems

@article{Abbas2013ProbabilisticTL,
  title={Probabilistic Temporal Logic Falsification of Cyber-Physical Systems},
  author={Houssam Abbas and Georgios E. Fainekos and Sriram Sankaranarayanan and Franjo Ivancic and Aarti Gupta},
  journal={ACM Trans. Embedded Comput. Syst.},
  year={2013},
  volume={12},
  pages={95:1-95:30}
}
We present a Monte-Carlo optimization technique for finding system behaviors that falsify a metric temporal logic (MTL) property. Our approach performs a random walk over the space of system inputs guided by a robustness metric defined by the MTL property. Robustness is guiding the search for a falsifying behavior by exploring trajectories with smaller robustness values. The resulting testing framework can be applied to a wide class of cyber-physical systems (CPS). We show through experiments… CONTINUE READING
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