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Anytime system level verification via parallel random exhaustive hardware in the loop simulation
- Source :
- Microprocessors and Microsystems. 41:12-28
- Publication Year :
- 2016
- Publisher :
- Elsevier BV, 2016.
-
Abstract
- System level verification of cyber-physical systems has the goal of verifying that the whole (i.e., software + hardware) system meets the given specifications. Model checkers for hybrid systems cannot handle system level verification of actual systems. Thus, Hardware In the Loop Simulation (HILS) is currently the main workhorse for system level verification. By using model checking driven exhaustive HILS, System Level Formal Verification (SLFV) can be effectively carried out for actual systems.We present a parallel random exhaustive HILS based model checker for hybrid systems that, by simulating all operational scenarios exactly once in a uniform random order, is able to provide, at any time during the verification process, an upper bound to the probability that the System Under Verification exhibits an error in a yet-to-be-simulated scenario (Omission Probability).We show effectiveness of the proposed approach by presenting experimental results on SLFV of the Inverted Pendulum on a Cart and the Fuel Control System examples in the Simulink distribution. To the best of our knowledge, no previously published model checker can exhaustively verify hybrid systems of such a size and provide at any time an upper bound to the Omission Probability.
- Subjects :
- Model checking
High-level verification
Hardware in the loop simulation
Model checking driven simulation
Model Checking of Hybrid Systems
Computer Networks and Communications
Hardware and Architecture
Software
Artificial Intelligence
Functional verification
Computer science
business.industry
Runtime verification
Hardware-in-the-loop simulation
020207 software engineering
02 engineering and technology
Intelligent verification
Hybrid system
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
business
Formal verification
Simulation
Subjects
Details
- ISSN :
- 01419331
- Volume :
- 41
- Database :
- OpenAIRE
- Journal :
- Microprocessors and Microsystems
- Accession number :
- edsair.doi.dedup.....e261f0255fcca9dcdb6abae6b2ac4858
- Full Text :
- https://doi.org/10.1016/j.micpro.2015.10.010