Efficient Robust Monitoring for STL

  • Alexandre Donzé
  • Thomas Ferrère
  • Oded Maler
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8044)

Abstract

Monitoring transient behaviors of real-time systems plays an important role in model-based systems design. Signal Temporal Logic (STL) emerges as a convenient and powerful formalism for continuous and hybrid systems. This paper presents an efficient algorithm for computing the robustness degree in which a piecewise-continuous signal satisfies or violates an STL formula. The algorithm, by leveraging state-of-the-art streaming algorithms from Signal Processing, is linear in the size of the signal and its implementation in the Breach tool is shown to outperform alternative implementations.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Alexandre Donzé
    • 1
  • Thomas Ferrère
    • 2
  • Oded Maler
    • 2
  1. 1.EECS Dept.University of CaliforniaBerkeleyUSA
  2. 2.Verimag, CNRS and Grenoble UniversityFrance

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