Model-checking and Model-based Testing of Automotive Embedded Systems: Starting from the System Architecture
2014 (English)Licentiate thesis, comprehensive summary (Other academic)
Nowadays, modern vehicles are equipped with electrical and electronic systems that implement highly complex functions such as anti-lock braking or cruise control. The use of such embedded systems in the automotive domain requires a revised development process that addresses their particular features. In this context, architectural models have been introduced in system development as convenient abstractions of the system’s structure represented as interacting components. To enjoy the full benefits of such abstractions, the architectural models should be complemented by an analysis framework that provides means for formal verification, and ideally also model-based testing, tailored to complex automotive systems. One major difficulty in developing such a framework lies in the fact that architectural models represent the system’s structure as well as inter-component communication, often without the actual description of the behavior. This entails the need to integrate the two “views” (structural and behavioral) in order to integrate them in a formal framework for verification.
In this thesis, we propose an integrated formal modeling and analysis methodology for automotive embedded systems that are originally described in the domain-specific architectural language EAST-ADL. Our analysis methodology relies on formal veri- fication of the original EAST-ADL model by model-checking with UPPAAL PORT for component-based analysis, and UPPAAL SMC for statistical model-checking. To enable this, we first propose a formal description of the EAST-ADL components as networks of timed automata (TA), which are UPPAAL’s modeling language. Since C code implementation is in fact what is deployed on the vehicle, it is highly desirable to narrow the gap between the code and the architectural model, but also to test the implementation for various requirements. To accomplish the former, we define an exe- cutable semantics of the UPPAAL PORT components. To be able to support testing of EAST-ADL based implementations, we take advantage of the model-checker’s ability to generate witness traces during verification of reachability properties. Consequently, we employ UPPAAL PORT to generate such traces that become our abstract test-cases. By pairing the automated model-based test-case generator with an automatic transformation from the abstract test-cases to Python scripts, we enable the execution of the generated
Python scripts (our concrete test cases) on the system under test. The entire formal analysis and model-based testing framework is one solution to analyzing EAST-ADL models by model-checking techniques We show the framework’s applicability on an automotive industrial prototype, namely a Brake-by-Wire system.
Place, publisher, year, edition, pages
Västerås: Mälardalen University , 2014.
Mälardalen University Press Licentiate Theses, ISSN 1651-9256 ; 188
Research subject Computer Science
IdentifiersURN: urn:nbn:se:mdh:diva-26501ISBN: 978-91-7485-177-9OAI: oai:DiVA.org:mdh-26501DiVA: diva2:761903
2014-12-19, Gamma, Mälardalens högskola, Västerås, 13:15 (English)
Aichernig, Bernhard, Associate Professor
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