dc.creator | Ayerdi, Jon | es |
dc.creator | Valle, Pablo | es |
dc.creator | Segura Rueda, Sergio | es |
dc.creator | Arrieta, Aitor | es |
dc.creator | Sagardui, Goiuria | es |
dc.creator | Arratibel, Maite | es |
dc.date.accessioned | 2022-11-07T12:09:53Z | |
dc.date.available | 2022-11-07T12:09:53Z | |
dc.date.issued | 2022 | |
dc.identifier.citation | Ayerdi, J., Valle, P., Segura Rueda, S., Arrieta, A., Sagardui, G. y Arratibel, M. (2022). Performance-Driven Metamorphic Testing of Cyber-Physical Systems. IEEE Transactions on Reliability, August 2022, 1-19. https://doi.org/10.1109/TR.2022.3193070. | |
dc.identifier.issn | 0018-9529 | es |
dc.identifier.issn | 1558-1721 | es |
dc.identifier.uri | https://hdl.handle.net/11441/139080 | |
dc.description.abstract | Cyber-physical systems (CPSs) are a new generation
of systems, which integrate software with physical processes. The
increasing complexity of these systems, combined with the un certainty in their interactions with the physical world, makes the
definition of effective test oracles especially challenging, facing the
well-known test oracle problem. Metamorphic testing has shown
great potential to alleviate the test oracle problem by exploiting the
relations among the inputs and outputs of different executions of
the system, so-called metamorphic relations (MRs). In this article,
we propose an MR pattern called PV for the identification of
performance-driven MRs, and we show its applicability in two
CPSs from different domains, which are automated navigation
systems and elevator control systems. For the evaluation, we as sessed the effectiveness of this approach for detecting failures in an
open-source simulation-based autonomous navigation system, as
well as in an industrial case study from the elevation domain. We
derive concrete MRs based on the PV pattern for both case studies,
and we evaluate their effectiveness with seeded faults. Results show
that the approach is effective at detecting over 88% of the seeded
faults, while keeping the ratio of FPs at 4% or lower. | es |
dc.description.sponsorship | European Union's Horizon 2020 Research and Innovation Programme (Grant Number: 871319) | es |
dc.description.sponsorship | Junta de Andalucía US-1264651 (APOLO) | es |
dc.description.sponsorship | Junta de Andalucía P18-FR-2895 (EKIPMENT-PLUS) | es |
dc.description.sponsorship | Ministerio de Ciencia e Innovación RTI2018-101204-B-C21 (HORATIO) | es |
dc.description.sponsorship | Mondragon Unibertsitatea IT1519-22 | es |
dc.format | application/pdf | es |
dc.format.extent | 19 | es |
dc.language.iso | eng | es |
dc.publisher | IEEE Computer Society | es |
dc.relation.ispartof | IEEE Transactions on Reliability, August 2022, 1-19. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Autonomous systems | es |
dc.subject | Cyber-physical system | es |
dc.subject | metamorphic relation (MR) | es |
dc.subject | MR pattern (MRP) | es |
dc.subject | Metamorphic testing (MT) | es |
dc.subject | Oracle problem | es |
dc.title | Performance-Driven Metamorphic Testing of Cyber-Physical Systems | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.projectID | European Union's Horizon 2020 (Grant Number: 871319) | es |
dc.relation.projectID | US-1264651 (APOLO) | es |
dc.relation.projectID | P18-FR-2895 (EKIPMENT-PLUS) | es |
dc.relation.projectID | RTI2018-101204-B-C21 (HORATIO) | es |
dc.relation.projectID | IT1519-22 | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/9850406 | es |
dc.identifier.doi | 10.1109/TR.2022.3193070 | es |
dc.contributor.group | Universidad de Sevilla. TIC-205: Ingeniería del Software Aplicada | es |
dc.journaltitle | IEEE Transactions on Reliability | es |
dc.publication.issue | August 2022 | es |
dc.publication.initialPage | 1 | es |
dc.publication.endPage | 19 | es |
dc.contributor.funder | European Union (UE). H2020 | es |
dc.contributor.funder | Junta de Andalucía | es |
dc.contributor.funder | Ministerio de Ciencia e Innovación (MICIN). España | es |
dc.contributor.funder | Mondragon Unibertsitatea | es |