SMT-based Probabilistic Analysis of Timing Constraints in Cyber-Physical Systems

Eun-Young Kang*, Li Huang

*Corresponding author for this work

Research output: Contribution to conference without publisher/journalPosterResearchpeer-review

Abstract

Formal analysis of timing constraints is crucial
in safety-critical cyber-physical systems (CPS). EAST-ADL is
an architectural language dedicated to safety-critical embedded
system design. SIMULINK/STATEFLOW (S/S) is an industrial tool
widely used for modeling and analysis of CPS. In most cases, a
bounded number of violations of timing constraints in CPS would
not lead to system failures when the results of the violations are
negligible, called Weakly-Hard (WH). In the context of WH,
this paper presents an SMT-based approach to support formal
probabilistic analysis of timing constraints in CPS modeled in
EAST-ADL and S/S. Our approach is demonstrated on two
automotive systems case studies.
Original languageEnglish
Publication dateOct 2018
Publication statusPublished - Oct 2018
EventFormal Methods in Computer-Aided Design - Austin, United States
Duration: 30. Oct 20182. Nov 2018

Conference

ConferenceFormal Methods in Computer-Aided Design
Country/TerritoryUnited States
CityAustin
Period30/10/201802/11/2018

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