Reachability analysis of dynamical models is a relevant problem that has seen much progress in the last decades, however with clear limitations pertaining to the nature of the dynamics and the soundness of the results. This article focuses on sound safety verification of unbounded-time (infinite-horizon) linear time-invariant (LTI) models with inputs using reachability analysis. We achieve this using counterexample-guided Abstract Acceleration: this approach over-approximates the reachability tube of the LTI model over an unbounded time horizon by using abstraction, possibly finding concrete counterexamples for refinement based on the given safety specification. The technique is applied to a number of LTI models and the results show robust performance when compared to state-of-the-art tools.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7900086PMC
http://dx.doi.org/10.1007/s10817-020-09562-zDOI Listing

Publication Analysis

Top Keywords

lti models
12
safety verification
8
models inputs
8
abstract acceleration
8
reachability analysis
8
unbounded-time safety
4
verification guarded
4
lti
4
guarded lti
4
models
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!