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Counterexample-guided inference of controller logic from execution traces and temporal formulas
ITMO Univ, Comp Technol Lab, St Petersburg, Russia.
ITMO Univ, Comp Technol Lab, St Petersburg, Russia Aalto Univ, Dept Elect Engn & Automat, Espoo, Finland.
ITMO Univ, Comp Technol Lab, St Petersburg, Russia.
ITMO Univ, Comp Technol Lab, St Petersburg, Russia.
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2018 (English)In: 2018 IEEE 23RD INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), Piscataway, NJ: IEEE, 2018, p. 91-98Conference paper, Published paper (Refereed)
Abstract [en]

We developed an algorithm for inferring controller logic for cyber-physical systems (CPS) in the form of a state machine from given execution traces and linear temporal logic formulas. The algorithm implements an iterative counterexample-guided strategy: constraint programming is employed for constructing a minimal state machine from positive and negative traces (counterexamples) while formal verification is used for discovering new counterexamples. The proposed approach extends previous work by (1) considering a more intrinsic model of a state machine making the algorithm applicable to synthesizing CPS controller logic, and (2) using closed-loop verification which allows considering more expressive temporal properties.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE, 2018. p. 91-98
Series
IEEE International Conference on Emerging Technologies and Factory Automation-ETFA, ISSN 1946-0740
National Category
Computer Sciences
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-72534DOI: 10.1109/ETFA.2018.8502463ISI: 000449334500010Scopus ID: 2-s2.0-85057249596ISBN: 978-1-5386-7108-5 (print)OAI: oai:DiVA.org:ltu-72534DiVA, id: diva2:1278300
Conference
23rd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2018) Politecnico Torino,Italy , Sep 04-07, 2018
Available from: 2019-01-14 Created: 2019-01-14 Last updated: 2019-01-14Bibliographically approved

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Vyatkin, Valeriy

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf